Apache Spark has cemented its position in the global big data industry as a leading tool for large-scale distributed data analysis and processing. So if you want to learn this important tool and start a career in big data and algorithms, you’ve come to the right place!

In this article, I have gathered all the best online Apache Spark courses in 2024 that will teach you the very foundations of using Apache Spark for data processing. You will learn how to develop applications, analyze structured and unstructured data, scale up Spark applications, and much more.

You will get a lot of practical hands-on examples in most of these online courses and tutorials so that you can comfortably work with Apache Spark and turbocharge your career. Let’s get started!

Top 11 Best Online Apache Spark Courses & Classes

1. Apache Spark 3 with Scala: Hands-On with Big Data! (Skillshare)

First on my list is a comprehensive online Apache Spark course on Skillshare that focuses on teaching the data analysis tool through loads of hands-on examples to help up-and-coming data engineers. This beginner-level online course has been taken by close to 300 students and is ideal for people who love hands-on learning.

Your instructor for this online course will be Frank Kane, the founder of Sundog Education. Frank has worked at companies like Amazon and IMDb and holds 17 patents related to data mining, distributed computing, and machine learning.

In this 7 ½ hours long online class, you will go through a wide range of topics related to Apache Spark including the resilient distributed data-stores, basics of the Scala programming language, using Amazon’s Elastic MapReduce service, using Hadoop YARN, and much more.

By going through 20 real examples that increase in difficulty as you progress forward, you will develop an instinct for working with Apache Spark!

• Beginner/intermediate/advanced: Good for all future data scientists
• 7 ½ hours long
• Taught by ex-Amazon and ex-IMDb data expert
• Free 2-month trial of Skillshare Premium

Activate FREE Skillshare Trial

2. Big Data Analytics with Hadoop and Apache Spark (LinkedIn Learning)

When used together, Apache Hadoop and Spark can prove to be an ideal big data solution for any enterprise that has to deal with huge amounts of data. So if you want to learn how to make the two work in tandem, take this intermediate-level online Apache Spark course on LinkedIn.

In this online course, you will be taught by Kumaran Ponnambalam, a senior AI architect at Cisco who has been working with data for more than 20 years. Kumaran has a master’s degree in Information Technology from Aspen University.

Through 1 hour-long bite-sized video lessons, you will learn the foundations of how Apache Spark deals with data, the different data types you can work with, the role of bucketing in partitioning data, reading HDFS files, and best practices for data processing, and much more.

If you’re a new or premium user on LinkedIn, you can take this online course for free, and get a certificate of completion at the end!

• Intermediate level
• 1 hour long
• Taught by data professional with 20+ years of experience
• Certificate of completion
• Free access to new/premium LinkedIn users

Activate 1-Month FREE Trial

3. Big data analysis with Apache spark – PySpark Python (Skillshare)

If you want to learn industry-relevant Apache Spark skills that will quickly get you a job in a top company, you should definitely check out this online Apache Spark course on Skillshare. This intermediate-level online course will teach you how to use Spark on the back of its Python API.

As for your instructor, Ankit Mistry will be teaching you in this online course. Ankit has a master’s degree in machine learning and artificial intelligence and has been working for 8+ years in a renowned private investment bank.

In this 2 ¼ hours long online course, Ankit will start by giving you an overview of the big data landscape, how Apache Spark fits into it, and how to get it set up on your machine before going to advanced topics like structured streaming, machine learning, and feature engineering in Spark.

With a free 2-month trial of Skillshare Premium, you can take this online Apache Spark course (along with hundreds of others) for free!

• Intermediate level
• 2 ¼ hours long
• Taught by machine learning graduate with 8+ years of experience
• Free 2-month trial of Skillshare Premium

Activate FREE Skillshare Trial

4. Apache Spark 2.0 with Java -Learn Spark from a Big Data Guru (Udemy)

For those of you already comfortable with programming in Java and looking for an online Apache Spark course that will allow you to play around with big data, this is the online course for you. Taken by over 18,000 students, this intermediate-level online course has a rating of 4.4 stars.

You will be instructed in this online course by Tao W. and James Lee, software engineers who have worked for big names like IBM, Google, and Microsoft, and hold master’s degrees in computer science from McGill University.

Once you’re done with the 3 ½ hours of on-demand video lessons, you will have developed the skills required to build Spark 2.0 applications, analyze data using DataFrames and Datasets, understand Spark SQL, learn the best industry practices, integrate with Hadoop, and much more.

You will receive a certificate of completion at the end of this online course which you can use to showcase your newly acquired industry-ready skills to your network!

• Intermediate level
• 3 ½ hours long
• Taught by pair of experienced software engineers
• Certificate of completion
• Full lifetime access

Visit Udemy.com

5. Beginning Data Exploration and Analysis with Apache Spark (Pluralsight)

You can’t do much with data if you can’t make any sense of it. So if you want to learn how to use Apache Spark to prepare your data and bring it into a form suitable for analysis, this beginner-level online Apache Spark course is the perfect choice for you.

Swetha Kolalapudi, a data science expert from India, will be teaching you in this online course. Swetha worked for Flipkart in the early days and played a pivotal role in scaling it up to 100+ employees through her Analytics role.

In this 2 hours long online Apache Spark course, you will learn how to clean, transform, and summarize your data using Spark by going over topics like the resilient distributed datasets, using Spark independently on a local machine, and working on a fun project to apply your skills.

Take Pluralsight’s free 10-day trial to audit this online course for free and figure out if you find the platform and its features well-suited your taste!

• Beginner level
• 2 hours long
• Taught by data analytics expert from India
• Certificate of completion
• Free 10-day trial of Pluralsight

Visit Pluralsight.com

6. Apache Spark and Scala Certification Training (Simplilearn)

Next on my list is an online Apache Spark course on Simplilearn that will teach you the Scala programming language before diving into the applications of Spark itself. You should have a good idea of a programming language and SQL database to take this intermediate-level online course.

Your teacher for this online course will be Ronald van Loon, a top 10 big data influencer. Ronald has authored a number of data-focused websites like Data Science Central and Datafloq.

Through 5 hours of video lessons in this online course, you will be taught the basics of programming using the Scala language before you dive deep into Spark by going over topics like using resilient distributed datasets, running SQL queries, GraphX programming, and much more.

At the end of the lessons, you will get the opportunity to work on a project resembling a real-life scenario so that you can really master the knowledge you’ve learned!

• Intermediate level
• 5 hours long
• Taught by Top 10 Big Data influencer
• Certification exam after completion

Visit Simplilearn.com

7. Big Data Analysis with Apache Spark (edX)

Brought to you by the University of California, Berkeley, this intermediate-level online Apache Spark course on edX will introduce you to the world of analyzing and processing big data. You will learn how to leverage the useful Python API for Spark called PySpark.

As for your instructor, Anthony D. Joseph will be teaching you in this online course. Anthony is the professor of electrical engineering and computer science at the University of California Berkeley and received all degrees up to his Ph.D. from MIT.

You will be spending 4 weeks to complete this online course with 5-10 hours of work required every week. During this period, you will learn how to use Apache Spark to analyze data in various ways, use parallel programming in PySpark to manage large datasets, and much more.

Don’t worry if you can’t take out time regularly to devote to this online course – with self-paced learning, you can complete the entire course in whatever time you can spare!

• Intermediate level
• 4 weeks long with 5-10 effort hours per week
• Taught by MIT-trained computer scientist
• Certificate of completion
• Free auditing of course contents

Visit edX.org

8. Learn Spark and Hadoop Overnight on GCP (Skillshare)

Google’s Cloud Platform offers a streamlined method for big data enthusiasts to make use of Apache Spark to build their projects. This intermediate-level online Apache Spark course is ideal for you if you will be using Spark on the GCP in your upcoming projects and work.

You will be instructed in this online course by CS Viz, an education company from India that specializes in big data and all of its sub-fields like data visualization and analytics. CS Viz has published 2 online courses on Skillshare on the subject.

In this 3 ½ hours long online Apache Spark course, you will get a solid introduction to the ideas behind Apache Spark before going through topics like hot and cold data, the architecture of Hadoop, high replication, configuring Spark in GCP, DataFrames, and much more.

The video lessons are divided up into nice bite-sized chunks, so you won’t end up falling asleep while going through the lectures!

• Intermediate level
• 3 ½ hours long
• Taught by education company from India
• Free 2-month trial of Skillshare Premium

Activate FREE Skillshare Trial

9. Distributed Computing with Spark SQL (Coursera)

Spark SQL enjoys a special position because of its unique ability to manage gigantic amounts of data and make machine learning applications easy to apply. Get enrolled in this intermediate-level online Apache Spark course on Coursera if you want to master Spark SQL and all its features.

Brooke Wenig and Conor Murphy, professionals from Databricks, will be teaching you in this online course. The duo are machine learning and data science experts and have taught over 15,000 students through this online Apache Spark course.

Through 12 hours of video lectures and practical labs, you will learn to use Databricks in conjunction with Spark SQL to manage data that is spread out across multiple machines. You will use Spark UI to analyze performance, create an end-to-end pipeline, and much more.

Coursera offers the option to apply for financial aid and take the entire course for free – so don’t worry if you find yourself unable to pay the full fees for this online course!

• Intermediate level
• 12 hours long
• Taught by experts from Databricks
• Certificate of completion
• Financial aid available

Visit Coursera.org

10. Apache Spark Essential Training (LinkedIn Learning)

Next on my list is a popular online Apache Spark course on LinkedIn that has been taken by more than 34,000 people. This intermediate-level online course will help you get started with Apache Spark and build all sorts of applications, becoming an attractive target for potential employers.

Your instructor for this online course will be Ben Sullins, an expert data ‘geek’, as he likes to call himself. Ben has built a reputation for himself through his work for top companies like Microsoft, Facebook, and LinkedIn.

In this 1 ½ hours long online course, Ben will give you a refresher on Spark by teaching you about its components, data interfaces, and strengths. He will then go over topics like making use of text files, loading CSV data, analyzing data with Spark SQL, making ML models, and much more.

By enrolling in this online course, you will get access to special learning groups where you can resolve your own confusions and queries, and share your own work as well!

• Intermediate level
• 1 ½ hours long
• Taught by expert data professional
• Certificate of completion
• Free access for new/premium LinkedIn users

Activate 1-Month FREE Trial

11. Python Spark Certification Training using PySpark (Edureka)

The final entry on my list is an online Apache Spark course on Edureka that is perfect for those who are looking for live weekly classes that bring back the feel of a traditional classroom. You don’t need to know anything beforehand to take this beginner-level online course.

Instructors for this online course will be provided to you by Edureka itself. The company hires subject matter experts from the industry who have at least 10 years of experience to work on producing the content and giving the live lectures.

You will have 36 hours of instructor-led live classes and two options: 12 sessions (3 hours each) on the weekend, or 18 sessions (2 hours each) on weekdays. During this online course, you will learn everything about Hadoop, Apache Spark, Python’s Spark API, Spark RDDs, and much more.

A useful feature of this online course is that you will have 24 by 7 expert support for help with any issues based on a ticketing system!

• Beginner level
• 36 hours of instructor-led live classes
• Taught by industry experts
• Certificate of completion
• 24/7 expert support

Visit Edureka.co

Artificial Intelligence and machine learning is revolutionizing various industries and disciplines all over the world, changing our lives for the better.

From healthcare to finance, AI is becoming more and more relevant to all walks of life. If you’re looking for resources to launch a career in this thriving field or just learn more about it, you’ve come to the right place!

In this article, I have gathered the best online AI courses in 2024 that will not only give you a good understanding of what AI is all about but will also teach you how to build your own AI systems through technologies like artificial, convolutional, and recurrent neural networks, robotics, and much more.

You will get the opportunity to build your own machine learning and AI models that match human-level performance via big data in a lot of tasks. If you want the best artificial intelligence and AI courses, we have your back!

Top 16 Best Online AI Courses & Certifications

1. Demystifying Artificial Intelligence: Understanding Machine Learning (Skillshare)

First on my list is a beginner-level online AI course on Skillshare that is a perfect intro for everyone who wants to better understand what AI is in an awesome introduction to artificial intelligence. You will also be joining 60,000 other students who have already completed this training!

Your instructor for this artificial intelligence course will be Christian Heilmann, an experienced developer at Microsoft who has more than 20 years of professional experience. Christian currently serves as a senior program manager and focuses on AI and fundamental machine learning courses.

In this 1 hour-long class, you will gain an intuitive understanding of what AI is and how it came to be. You will go through topics like how training takes place, how training programs are helping humans, what tools are used, what audio/video applications are developed, and much more.

After taking this online AI course, you’ll be able to have an intelligent conversation about AI confidently with anyone who brings up the subject! Also, don’t forget to take advantage of the 2-week free trial!

• Beginner level (no prerequisites required)
• 1 hour long
• Taught by senior program manager at Microsoft
• Free 2-month trial of Skillshare Premium

Activate FREE Skillshare Trial

2. AI For Everyone (Coursera)

Every company needs to have an AI strategy and so needs to have employees who know how AI projects are set up. If you’re looking to bring this knowledge to your company, get enrolled in this online AI course on Coursera that has been taken by more than 500,000 students.

In this online course, you will be taught by Andrew Ng, the co-founder of Coursera and the founder of deeplearning.ai. Andrew is an adjunct professor at Stanford and has worked in the Google Brain team as well as at Baidu as a chief scientist.

Through 6 hours of video lectures, Andrew will demystify AI for you, showing you what terms like ‘neural networks, programming languages, deep learning, natural language processing, and data science’ mean. He will show you the powers and limitations of AI, how to spot opportunities for your company, and much more.

Don’t worry if you’re not good at programming or are not technically sound – this beginner-level online AI course is designed for everyone, and will allow you to use the information in practical applications.

• Beginner level (great for new learners!)
• 6 hours long
• Taught by the founder of deeplearning.ai
• Certificate of completion
• Financial aid available

3. Artificial Intelligence – AI (edX)

If you’re interested in getting hands-on with AI and getting a broad overview of the entire field, this advanced-level online AI course on edX is the right choice for you. Taken by more than 250,000 students, this online AI course will give you a thorough training on various AI practices.

As for your instructor, Ansaf Salleb-Aouissi will be teaching you in this online course. Ansaf is a lecturer in the computer science department of Columbia University who has a Ph.D. in computer science and specializes in machine learning and deep learning models.

Over a course of 12 weeks (with 8-10 hours of weekly effort), you will take a broad tour de force through the field of AI, learning topics like the history of AI, intelligent agents and heuristic search, adversarial games, machine learning algorithms, applications of AI like NLP, and much more.

You can access the contents of this online AI course for free, but you can also get a verified certificate of completion if you’re willing to pay a one-time fee of $249!

• Advanced level
• 12 weeks long with 8-10 hours of study per week
• Taught by computer science lecturer from Columbia University
• Free access to course contents
• Certificate of completion

Visit edX.org

4. Advanced AI: Deep Reinforcement Learning in Python (Udemy)

Reinforcement learning is one of the frontiers of AI with intense research going on. If you’re an experienced AI practitioner looking to break into this exciting branch, get enrolled in this advanced level online python programming course on Udemy that has been taken by more than 32,000 students.

You will be taught in this online course by Lazy Programmer Inc., an AI and machine learning engineer who specializes in deep learning and has a master’s degree in computer science. He has taught more than 400,000 students through his 25+ online courses on Udemy.

In this 10 ½ hour-long online course, you will learn to apply reinforcement learning algorithms in a practical fashion via tutorials and by going over topics like building deep learning agents like DQN and A3C, making RBF networks, using policy gradient methods, doing hands-on exercises, and much more.

You will receive a certificate of completion at the end of this online AI course which you can showcase to your network and let them know about your newly acquired knowledge!

• Advanced level
• 10 ½ hours long
• Taught by AI and machine learning engineer
• Certificate of completion
• Full lifetime access

Visit Udemy.com

5. Machine Learning (Coursera)

Next on my list is a widely popular online AI course on Coursera that has been taken by more than 3.5 million people from around the world. This intermediate-level online course will give you a full introduction to the world of machine learning and automation, including all the latest technologies.

Andrew Ng, adjunct professor of machine learning and AI at Stanford University, will be teaching you in this online course. Andrew has worked as part of the team that developed Google Brain and has taught more than 4.5 million students from around the world through Coursera and comprehensive certification programs.

Through a massive 60 hours of video lessons and hands-on work, you will learn everything about the workflow of machine learning by going through topics like supervised and unsupervised learning, best AI practices used in silicon valley, and the latest applications like NLP, and computer vision, and much more.

If you can’t afford the full fees for this online course, you can apply for financial aid through Coursera and get access to this online AI course for free!

• Intermediate level
• 60 hours long
• Taught by chief scientist at Baidu and adjunct professor at Stanford
• Certificate of completion
• Financial aid available

6. Artificial Intelligence Tools and Concepts (LinkedIn Learning)

AI has revolutionized a number of fields but it can be difficult to identify the right solution for your problem without having the right knowledge. So if you’re looking to learn how to better select AI solutions for your business needs, take this intermediate-level online AI course on LinkedIn.

Your teacher for this online course will be Doug Rose, the founder of Doug Enterprises LLC who has a master’s degree in information management. Doug provides coaching services to Fortune 500 companies, helping them leverage data sets and AI to best tackle problems in a variety of ways.

In this 1 ½-hour-long online AI course, you will learn how AI can provide smart and effective solutions for automating customer service, managing logistics and inventory, and making better sales and demand predictions. You will also cover major AI platforms like hour TensorFlow, and much more.

If you’re a new or premium user on LinkedIn, you can take this online course for free and get a certificate of completion at the end!

• Intermediate level
• 1 ½ hour long
• Taught by an experienced Fortune 500 coach
• Certificate of completion
• Free access for new/premium LinkedIn users

Activate 1-Month FREE Trial

7. Artificial Intelligence A-Z: Learn How To Build An AI (Udemy)

If you’re a complete beginner with little knowledge of programming and want to break into AI, this beginner-level online AI course on Udemy is the best choice for you. Taken by more than 144,000 students, this bestselling online course will quickly get you building your own AI applications.

In this online course, you will be instructed by Hadelin de Ponteves, Kirill Eremenko, and Luka Anicin. The trio is experienced AI engineers and entrepreneurs who have published a large number of online courses on Udemy, teaching more than 1 million students.

Through 16 ½ hours of on-demand video lessons, you will dive into the field of AI by going over topics like decision-making, making virtual self-driving cars, building solutions for real-world problems, deep convolutional q-learning, and convolutional neural networks, making AI that can beat games, and much more.

With full lifetime access, you can go through any part of this online course whenever you feel that your concepts are getting rusty – even if you’re 80!

• Beginner level
• 16 ½ hours long
• Taught by trio of experienced AI engineers
• Certificate of completion
• Full lifetime access

Visit Udemy.com

8. Digital Skills: Artificial Intelligence (FutureLearn)

For those of you who are worried about the impact of AI on workplaces and how it will change the way you work, this beginner-level online AI course on FutureLearn is a perfect choice. Taken by over 63,000 students, this online course will help you prepare for an AI-driven future of work.

Instructors for this online course will be provided to you by Accenture, an online digital skills e-learning company that helps people start a business or get a job. Accenture carefully selects professionals who have relevant real-world experience to develop its online courses.

Over a course of 3 weeks in this online AI course, you will explore the history of AI and understand how it is already becoming part of workplaces and changing how people work. You will learn about upcoming trends, the skills needed to work with AI, and much more.

You can take this online AI course for free on FutureLearn, and get a free digital upgrade by Accenture to get tests that check your knowledge and a certificate of completion!

• Beginner level
• 3 weeks long with 2 hours of study per week
• Taught by instructors from Accenture
• Free access
• Certificate of completion

Visit FutureLearn.com

9. Professional Certificate in Applied AI (edX)

Next on my list is a comprehensive 6-course online AI program on edX that has been developed by IBM. This intermediate-level online professional certificate will make you capable of building your own AI solutions using IBM’s AI services without having a solid background in programming.

Your instructors for this online course will be a team of elite-level data scientists and machine learning engineers from IBM, ranging from computer science Ph.D.’s to experienced software engineers.

Through 9 months of intense learning with 4-9 hours of effort per week, you will gain solid foundational knowledge of AI and will learn how to build various applications like domain-specific chatbots, image classifiers, speech-enabled virtual assistants, and much more.

This is an ideal program for anyone who is serious about switching over to a career in AI and making it big in this exciting field!

• An intermediate-level program consisting of 6 courses
• 9 months long with 4-9 hours of effort needed per week
• Taught by experts from IBM
• Certificate of completion
• Self-paced learning

10. Artificial Intelligence: The Big Picture of AI (Pluralsight)

If you’re looking for an online course that will give you a primer on how AI is changing our lives and how to prepare for the future, take this beginner-level online AI course on Pluralsight. The introductory online course has received a rating of 5 stars from 134 students who took it.

In this online course, you will be taught by Matthew Renze, a data science course industry expert with more than 17 years of professional experience. Matthew has been consulting for tech startups and Fortune 500 companies, helping them implement AI solutions.

In this 1 ¼ hours long online AI course, you will first go through the history of AI before learning about the state-of-the-art of AI, going over topics like deep learning, reinforcement learning, how to train, build, and deploy AI tools, what is the future of AI, and much more.

Start a free 10-day trial of Pluralsight and use this time to complete this online course along with hundreds of others of your choice!

• Beginner level
• 1 ¼ hours long
• Taught by data science expert
• Free 10-day trial of Pluralsight
• Certificate of completion

11. Professional Certificate in Foundations of AI (edX)

Developed by AI engineers from IBM, this online AI professional certificate consisting of 3 skill-building online courses is perfect for anyone who wants to start a career in this field with strong foundations. These beginner-level online courses are perfect for people with no coding experience.

As for your instructors, Rav Ahuja and Antonio Cangiano will be teaching you in this online course. Rav is the AI and data science program director and Antonio is an experienced software developer at IBM.

Over a course of 4 months (with 3-6 hours of weekly effort), you will master the basics of AI by understanding its applications and key concepts, learn about IBM’s Watson API and all its use cases, how to build a chatbot without coding a single line, and much more.

Because these online courses are self-paced, you will have no pressure to adhere to stringent deadlines – you can complete everything at your own pace!

• Beginner level professional certificate consisting of 3 courses
• 4 months long with 3-6 hours of weekly effort
• Taught by AI and data science experts from IBM
• Certificate of completion
• Self-paced learning

12. Artificial Intelligence: Strategies for Leading Business Transformation (Kellogg Executive Education)

Nowadays, it is necessary for business leaders tasked with charting the future paths of their companies to know how AI should be integrated into their workplace and central business. So if you’re one such leader, get enrolled in this premium and beginner-level online AI course.

Mohanbir Sawhney, the associate dean for digital innovation at the Kellogg Executive Education center, will be teaching you in this online AI course. Professor Sawhney is the McCormick Foundation chair of technology and a renowned scholar and speaker.

In this 2 months long online learning course, you will learn about the 50+ use cases of AI describing how it has created value for companies in multiple sectors, how key industries are integrating it into their business models, use proprietary AI frameworks, study real-world examples, and much more.

By the end of this online AI course, you will have the skills and tools needed to drive real change through AI adoption in your organization!

• Beginner level
• 2 months long with 4-6 hours of weekly studying
• Taught by renowned global scholar
• Certificate of completion
• Ideal for business leaders

Visit Kellogg.northwestern.edu

13. Artificial Intelligence: Distinguishing Between Fact and Fiction (FutureLearn)

People who are not familiar with the reality of AI often ascribe unrealistic expectations about the potential of AI. If you find yourself in a similar situation, you should definitely get enrolled in this beginner-level online AI course on FutureLearn that will help you tell fact from fiction.

Your instructor for this online course will be Mark Elshaw, a lecturer at the Coventry University in the U.K. Mark is an AI enthusiast and performs research in AI topics like neural networks, biology-inspired computing, data analysis, visualization, and neural networks.

Through 2 weeks of light studying (3 hours per week), you will be introduced to the roots of AI and how it was developed. You will dive deep into human intelligence and its various features, learn about Asimov’s laws that govern intelligence, understand the reality of AI, and much more.

The best part is that you can access this online AI course on FutureLearn for free and gain a whole lot of knowledge about an exciting wave that has captured the world!

• Beginner level
• 2 weeks long with 3 weekly effort hours
• Taught by AI researcher from Coventry University
• Free access to course contents

Visit FutureLearn.com

14. Microsoft Azure AI Engineer: Deploying AI Solutions in Microsoft Azure (Pluralsight)

Next on my list is a beginner-level online AI course on Pluralsight that is perfect for AI engineers who want to learn how to deploy their models through Microsoft’s Azure service. This online course will enable you to create value-added and holistic solutions to benefit your company.

In this online course, you will be taught by James Bannan, an IT consultant with 18+ years of professional experience who is based in Melbourne, Australia. James has developed an expertise in helping his clients make the most of Microsoft Azure.

In 2 ¼ hours of video lessons, you will take a thorough tour through the world of Microsoft Azure by going over topics like the basic nature of AI solutions, the right computing services needed to build a solution, deploying a container-based solution, and much more.

If you’ve never used Pluralsight before, this online course is an excellent opportunity to take their free 10-day trial and complete as many online courses as you can!

• Beginner level
• 2 ¼ hours long
• Taught by IT consultant with 18+ years of experience
• Certificate of completion
• Free 10-day trial of Pluralsight

15. AI Foundations for Everyone Specialization (Coursera)

If you haven’t ever written a single line of code in your life and want to get yourself up to speed with the rapidly-advancing world of AI, this 3-course online AI specialization on Coursera is the right choice for you. More than 8,000 students have taken this beginner-level specialization.

As for your instructor, Rav Ahuja and Antonio Cangiano will be teaching you in this online course. Rav and Antonio are AI experts at IBM and have taught more than 500,000 students combined through 15+ online courses on Coursera.

Over a course of 3 months in this online AI specialization, you will go through 3 online courses that will introduce you to the foundational technologies of AI like deep learning, teach you how to use IBM’s Watson API, show you how to make AI-powered chatbots without coding, and much more.

With Coursera’s financial aid option, you can take the 3 online courses in this specialization for free if you are unable to afford the full fees, and get a certificate of completion at the end!

• Beginner level specialization consisting of 3 courses
• 3 months long with 2 hours of weekly effort
• Taught by AI experts from IBM
• Certificate of completion
• Financial aid available

16. Using AI to Gain a Competitive Edge for your Customer Experience (CX) (FutureLearn)

The final entry on my list is a beginner-level online AI course on FutureLearn that is ideal for professionals who want to leverage AI to improve the customer experience for their companies. The course has been developed by BIMA, a digital and tech community.

Jaimie Patel, the VP of marketing science at Critical Mass, will be teaching you in this online course. Jaimie has more than 15 years of professional experience as a data scientist and specializes in helping her clients improve their customer experience services.

In this 2 week long online AI course, you will go over basic AI topics like the history of AI, important methods used in AI, how to leverage AI to track customer experience metrics, and derive useful insights from it, which platforms help optimize the journey, and much more.

As part of this premium online AI course, you will receive a certificate of completion along with loads of articles, peer reviews, and quizzes!

• Beginner level
• 2 weeks long with 2 hours of study per week
• Taught by data scientist with 15+ years of experience
• Certificate of completion

Visit FutureLearn.com

PyTorch has quickly catapulted itself to global popularity because of its deep integration with the Python programming language and its efficient and intuitive nature, especially compared to Numpy and Tensor. So if you want to break into machine learning on the back of PyTorch, you’ve come to the right place!

In this article, I have gathered all the best online PyTorch courses in 2020 that will make you a confident deep learning practitioner in this Facebook-developed framework. You will learn how to build computational graphs on the fly, train on large datasets, leverage the cloud, and much more.

These online modules to use PyTorch basics include a ton of info including:

• Event-driven architecture
• CNNs (image classification) and RNNs
• Natural language processing and transformer models
• Deep learning for NLP
• PyTorch activation functions
• Backpropagation
• Batch normalization
• Dropout functions
• Building simple GANs
• Much more!

You will get certificates of completion in most of these online courses, so you’ll have something to put a stamp of credibility on your newly acquired skills. Let’s get started!

Top 10 Best Online PyTorch Courses & Classes

1. PyTorch Essential Training: Deep Learning (LinkedIn Learning)

One of the benefits of PyTorch is how it can easily train networks on the GPU instead of the CPU. If you want to get a solid overview of the capabilities of PyTorch and leverage GPU training, get enrolled in this intermediate-level online PyTorch course on LinkedIn right away.

In this online course, you will be taught by Jonathan Fernandes. Jonathan has a bachelor’s degree in computer science from the National University of Singapore and serves as the machine learning product manager at DXC Technology.

Through 1 hour of bite-sized video lessons, you will learn the basics of building convolutional neural networks in PyTorch with topics like training a network, testing on a dataset, using tensors, defining loss functions, utilizing optimizers and autograd, GPU/CPU usage, and much more.

If you are a new or premium user on LinkedIn, you can take this online course for free, and earn a certificate of completion once you’re done with it!

• Intermediate level
• 1 hour long
• Taught by senior machine learning engineer
• Certificate of completion
• Free access for new/premium LinkedIn users

2. Foundations of PyTorch (Pluralsight)

PyTorch has paved the way when it comes to building dynamic computational graphs that make prototyping a lot faster. So if you want to experience the thrill of dynamic graphs while learning PyTorch, you should check out this beginner-level online PyTorch course on Pluralsight.

As for your instructor, Janani Ravi will be teaching you in this online course. Janani has a master’s degree in computer science from Stanford, after which she spent over 7 years working at Google. She was a proud member of the team that developed Google Docs as a collaborative framework.

In this 3 hours long online PyTorch course, Janani will take you through the deep learning frameworks of neural networks before showing you how to implement them using PyTorch. You will learn to make computational graphs, use tensors and variables, apply autograd, and much more.

You can take a free 10-day trial of Pluralsight and gain access to this online course along with hundreds of others – complete as much as you can in 10 days!

• Beginner level
• 3 hours long
• Taught by Stanford graduate and Google engineer
• Free 10-day trial of Pluralsight
• Certificate of completion

3. Transfer Learning for Images Using PyTorch: Essential Training (LinkedIn Learning)

Transfer learning has made it possible for deep learning models to generalize to other problems and datasets, and PyTorch API has excellent functionalities to leverage it. So take this intermediate-level online PyTorch course on LinkedIn if you want to get deeper into the world of transfer learning.

Jonathan Fernandes, a senior machine learning engineer, will be teaching you in this online course. Jonathan has an undergraduate degree in computer science from the National University of Singapore, and has published a wide range of courses on machine learning (like #2 in this list).

Over a course of 1 hour, you will dive into the world of transfer learning using PyTorch. As long as you have some background in coding and neural networks, you’ll enjoy going through topics like building fixed feature extractors, fine-tuning ConvNets, varying learning rates, and much more.

At the end of this online course, you will get a certificate of completion that you can share with your network if you want to attract potential employment opportunities in this exciting field!

• Intermediate level
• 1 hour long
• Taught by highly experienced machine learning engineer and tutor
• Certificate of completion
• Free access for new/premium LinkedIn users

4. PyTorch for Deep Learning with Python Bootcamp (Udemy)

Next on my list is a comprehensive online PyTorch course on Udemy that will make you a deep learning expert in PyTorch. This beginner-level online course has been taken by over 10,000 students and has received an average rating of 4.6 stars.

Your teacher for this online course will be Jose Portilla, the head of data science at Pierian Data, Inc. Jose is a top Udemy instructor who has taught over 2 million students through his 31 published courses, earning more than 660,000 reviews with an average rating of 4.6.

In this massive 17 hours long online course, Jose will start by teaching you basic machine learning theory before taking you into a guided tour of PyTorch initialization, showing you how to make recurrent neural networks, build image classifiers, leverage the power of convolutions, and much more.

Don’t worry if you find that your knowledge is getting rusty down the road – with full lifetime access, you can always come back to review the course contents, even after 50 years!

• Beginner level
• 17 hours long
• Taught by experienced data scientist and top Udemy instructor
• Certificate of completion
• Full lifetime access

5. Deep Learning with Python and PyTorch (edX)

If you’re looking for an in-depth online PyTorch course that will give you loads of hands-on practice and teach you state-of-the-art technologies, then this online course on edX is for you. Take this intermediate-level online course to become an expert at deep learning using PyTorch.

In this online course, you will be instructed by Joseph Santarcangelo. Joseph has a Ph.D. in electrical engineering and is currently employed at IBM as a data scientist. Joseph is highly experienced as a researcher in computer vision, gradient descent, and machine learning.

You will spend 6 weeks to complete this online course if you put in 2-4 hours every week. During this period, you will learn about classification, deep neural networks, computer vision, dimensionality reduction, various kinds of auto-encoders, and much more.

Although you can access the course contents for free, you can add a verified certificate of completion to your profile at the end of this online course for a small fee!

• Intermediate level
• 6 weeks long with 2-4 effort hours per week
• Taught by Ph.D. data scientist from IBM
• Certificate of completion
• Free auditing of course contents

Visit edX.org

6. Practical Deep Learning with PyTorch (Udemy)

To get better at PyTorch, you must practice a lot of PyTorch. This is the philosophy behind the training models and algorithms of this intermediate-level online PyTorch course on Udemy that has been taken by close to 6,000 students. This is the perfect choice for people who prefer practical hands-on learning instead of long lectures.

As for your instructor, Ritchie Ng will be teaching you in this online course. Ritchie is the instructor behind Deep Learning Wizard, an online repository that seeks to help people learn from the deep learning library. He is an NVIDIA Deep Learning Institute instructor.

In this 6 ½ hours long online course, you will start with the fundamentals of PyTorch like matrices and variables, before going on to more advanced topics like linear and logistic regression, feed-forward, convolutional, and recurrent networks, long short-term memory networks, and much more.

Once you’re done with this online course, you will find it quite natural and instinctive to code up a neural network of your choice in no time!

• Intermediate level
• 6 ½ hours long
• Taught by instructor from NVIDIA Artificial intelligence/Deep Learning Institute
• Certificate of completion
• Full lifetime access

7. Deep Neural Networks with PyTorch (Coursera)

Part of IBM’s AI Engineering Professional Certificate on Coursera is this comprehensive online PyTorch course that has been taken by over 17,000 students. This intermediate-level online course will make you a confident and experienced deep learning practitioner who uses PyTorch.

Joseph Santarcangelo, a data scientist from IBM, will be teaching you in this online course. Joseph has a Ph.D. in electrical engineering and deep research interests in machine learning. He has published 8 courses on Coursera, teaching close to 400,000 students from around the world.

Through 31 hours of intense video lectures and practice labs, you will become comfortable with building neural networks and training them in PyTorch. You will build a foundation with linear regression and then move to topics like logistic and soft-max regression, and much more.

With Coursera, you can apply for financial aid if you can’t afford the full fees for this online course – and complete it for free!

• Intermediate level
• 31 hours long
• Taught by Ph.D. data scientist from IBM
• Certificate of completion
• Financial aid available

8. Building Your First PyTorch Solution (Pluralsight)

If you’re intimidated by all the online courses that require you to have some knowledge beforehand, this beginner-level online PyTorch course on Pluralsight is the perfect choice for you. These modules will start you with PyTorch from scratch and help you get comfortable with the basics.

Your instructor for this online PyTorch course will be Janani Ravi, a master’s graduate from Stanford who has over 7 years of experience working for Google. Janani was one of the Google engineers who built the Google Docs collaborative editing framework.

In this 2 ½ hours long online course, you will get started with PyTorch by first learning how to install it using pip and conda parameters on your own machine, set up the integration with the GPU, and then building your first linear and logistic regression network, and much more.

By the end of this online PyTorch course, you will have enough hands-on practice to start tackling larger challenges and problems!

• Beginner level (great for new learners with no prerequisites)
• 2 ½ hours long
• Taught by experienced Google Engineer
• Certificate of completion
• Free 10-day trial

Visit Pluralsight.com

9. Intro to Machine Learning with PyTorch (Udacity)

Next on my list is a hands-on and career-driven online PyTorch course on Udacity that aims to make you capable of practicing machine learning using PyTorch and launch your own career. As part of this ‘nanodegree’, you will be working on real-world industry projects from experts.

You will be provided with instructors for this online course by Udacity itself. The team of instructors consists of senior machine learning engineers and data scientists who have master’s and Ph.D. degrees from some of the top universities in the world.

Over a course of 3 months (with 10 hours of studying per week), you will go through an in-depth program that will teach you how to implement supervised learning, deep learning, and unsupervised learning in the PyTorch framework, all the while building exciting and hands-on projects.

As part of this package, you will have technical mentor support to help you with your learning problems, and a personal career coach to get your PyTorch career up and running!

• Intermediate level
• 3 months long with 10 hours of studying per week
• Taught by team of experienced machine learning engineers
• Certificate of completion
• Scholarships/discounts available
• Personal career coach/technical mentorship services

10. PyTorch Tutorials (Official PyTorch website)

The final entry on my list is the online resource repository developed by the team behind PyTorch itself. This is an ideal resource for people who do not need very structured learning and can chart their own paths as they build their projects and get better at PyTorch.

Technical experts from the PyTorch team have worked together to build this online repository of tutorials and information. Since this is coming from the developers of PyTorch themselves, you can be sure that nothing will go uncovered or unaddressed.

In this online collection, you will find videos and articles that will help you get started (like the 60-minute blitz) with PyTorch and understand all the functions it can perform. You will also find a categorized section where you can locate the material on topics like image/text/audio, and much more.

You will come across a lot of ‘recipes’ and code examples that you can use directly in your own projects to accomplish your goals if you prefer PyTorch over TensorFlow!

• Beginner/intermediate/advanced level
• Online collection of resources
• Developed by the team behind PyTorch
• Categorized articles on various topics
• Code recipes and examples

Visit Pytorch.org

Want more programming and computer science content? Check out our other articles to help find the best path for you!

• Top 18+ Best Free Online Python Courses & Certificates
• 2024‘s Top 15 High-Value Online JavaScript Courses
• Learn How To Program For Machine Learning With 2022‘s Top 11 Best Online TensorFlow Courses

TensorFlow has risen in popularity over the years as one of the top machine learning frameworks used throughout the deep learning industry and academic institutions. So if you want to break into this exciting field and build powerful applications, you’ve come to the right place!

In this article, I have rounded up the best online TensorFlow courses in 2024 that will get you up and running with this industry-standard deep learning framework. You will learn how to build machine learning models that solve complex problems, deploy them, and much more.

You will get a lot of hands-on practice while going through these online courses, so you’ll feel quite comfortable working on real-life projects. And in some cases, you’ll leave with a certificate or degree. Let’s get started!

Top 11 Best Online TensorFlow Courses & Certificates (2024) (Free + Paid)

1. Intro to Machine Learning with TensorFlow (Udacity)

First on my list is a TensorFlow course from Udacity that will begin by teaching you foundational machine learning algorithms, including data cleaning and supervised models, before advancing to deep and unsupervised learning. Why start with a program this comprehensive? Well, according to Forbes, hiring growth for AI roles has grown 74% annually in the past 4 years. And a program that gets you a well-respected degree will set you apart.

What else is unique about Udacity’s nanodegrees? Let’s start with the instructors. They’re strong academic teachers and successful leaders in the field.

Here’s a sample:

• Mat Leonard is Education Program Lead at OpenMinded and a former physicist, research neuroscientist, and data scientist. He did his Ph.D. and Postdoctoral Fellowship at the University of California, Berkeley.

• Luis Serrano was formerly a Machine Learning Engineer at Google. He holds a Ph.D. in mathematics from the University of Michigan and a Postdoctoral Fellowship at the University of Quebec at Montreal.

• Dan Romuald Mbanga leads Amazon AI’s Business Development efforts for Machine Learning Services. Day to day, he works with customers—from startups to enterprises—to ensure they are successful at building and deploying models on Amazon SageMaker.

• Jennifer Staab is a Data Analyst at Electronic Arts and has a Ph.D. in Computer Science and a Master’s Degree in Biostatistics; she was a professor at Florida Polytechnic University. She previously worked at RTI International and United Therapeutics as a statistician and computer scientist.

In this 3-month course, you’ll also benefit from partnering with amazing companies to develop projects that test your skills by solving real problems. In the case of this course, Udacity has teamed up with Amazon Web Services and Kaggle. You’ll also be assigned a technical mentor for personal direction and coaching. Finally, you’ll have access to the online student community so you can benefit from collaborating with your peers.

• Intermediate level
• 3-month long, nanodegree program
• Taught by practicing machine learning experts
• Financial aid available
• Prerequisites: Intermediate Python knowledge or Udacity’s AI Programming with Python

USE CODE UPSKILL21 FOR AN EXTRA 50% OFF ANY OF UDACITY NANODEGREE COURSES.

2. Neural networks for beginners from scratch in tensorflow (Skillshare)

Next up is a fun online TensorFlow course from Skillshare that will teach you the basics of neural networks before diving deep into the actual deep learning framework. This intermediate-level online course has been taken by close to 300 students.

Your instructor for this online course will be Dan We, an entrepreneur and data scientist. Dan is an expert in business intelligence and data visualization and brings his vast professional experience to bear on what he teaches in this online TensorFlow course.

In this 2 ¾ hours long online course, Dan will start by helping you understand the concepts behind neural networks before going on to core TensorFlow topics like the idea of a tensor, data types in TensorFlow, how to perform operations, building computational graphs, and much more.

With a free 1-month trial of Skillshare Premium, you can take this online TensorFlow course for free, along with hundreds of others!

• Intermediate level
• 2 ¾ hours long
• Taught by data science and data visualization consultant
• Free 1-month trial of Skillshare Premium

3. Building and Deploying Deep Learning Applications with TensorFlow (LinkedIn Learning)

The real value of practicing deep learning lies in the applications that are deployed for users all over the world. This intermediate-level online TensorFlow course on LinkedIn will teach you how to build and deploy deep learning models from scratch on platforms like Google Cloud.

In this online course, you will be taught by Adam Geitgey, a software engineer, and machine learning consultant. Adam has more than 15 years of professional experience with a bachelor’s degree in computer science from the Georgia Institute of Technology.

Through 1 ¾ hours of video lessons, you will go over topics like the basics of building a TensorFlow model, training a deep learning model using data, understanding the computational graph, using visualizations to understand the model better, exporting models, and much more.

If you’re a new or premium LinkedIn user, you can take this online course for free and get a certificate of completion once you’re done with it!

• Intermediate level
• 1 ¾ hours long
• Taught by machine learning consultant with 15+ years of experience
• Certificate of completion
• Free access for new/premium LinkedIn users

4. Machine Learning with TensorFlow on Google Cloud Platform – Specialization (Coursera)

Google – the developer of TensorFlow – has provided its Google Cloud Platform for TensorFlow users worldwide to build machine learning applications. This 5-course specialization on Coursera will enable you to do end-to-end machine learning using GCP.

You will be provided with instructors for this online TensorFlow specialization by the Google Cloud Training team. Rest assured, you will learn from the company that built TensorFlow and has taught over 1 million learners on Coursera through 248 courses.

You will have 5 intermediate-level courses in this specialization that will take you 4 months to complete if you study 5 hours a week. During this period, you will launch yourself into the world of machine learning, learn TensorFlow, the basics of feature engineering, and much more.

Don’t worry if you cannot afford the monthly subscription fees – you can apply for financial aid to each online course and complete the entire specialization for free!

• Intermediate level specialization of 5 courses
• 4 months long with 5 effort hours per week
• Taught by Google Cloud Training team
• Certificates of completion
• Financial aid available

5. Complete Guide to TensorFlow for Deep Learning with Python (Udemy)

If you’re on the lookout for an online TensorFlow course that will teach you all the latest technologies that have emerged in deep learning, this is the one you should go for. Over 83,000 students have taken this intermediate-level online course on Udemy.

As for your instructor, Jose Portilla will be teaching you in this online course. Jose heads the data science department at Pierian Data, Inc., and has published over 30 courses on Udemy, teaching over 2 million students worldwide.

In this comprehensive 14 hours long online course, Jose will take you through all the various fields in deep learning from the perspective of implementing them in TensorFlow. You will learn about convolutional and recurrent neural networks, auto-encoders, generative networks, and much more.

You will get full lifetime access to the contents of this online TensorFlow course – so you can come back to review anything that gets rusty, even when you’ve turned 90!

• Intermediate level
• 14 hours long
• Taught by top Udemy data science instructor
• Full lifetime access
• Certificate of completion

6. Deep Learning Foundations: Natural Language Processing with TensorFlow (LinkedIn Learning)

Next on my list is an intermediate-level online TensorFlow course on LinkedIn that is ideal for those who want to build models using TensorFlow and deploy them through Google’s ML engine. Close to 2,500 people have taken this new online TensorFlow course in just two months.

Harshit Tyagi, an experienced full-stack data software and machine learning engineer, will be teaching you in this online course. Harshit is an experienced LinkedIn Learning instructor who previously worked with research scientists at Yale, MIT, and UCLA on complex data processing algorithms.

Through 2 hours of intense learning in this online course, you will go through a wide range of TensorFlow topics like performing basic and advanced tensor operations, word encodings, and using TensorFlow for tokenization, as well as the key concepts of embeddings and project vectors. You’re certain to enjoy the movie review, Yelp, and poetry projects along the way.

Once you’re done with this online course, you will get a certificate of completion that you can share with your network to let them know that you’ve just entered this new and exciting field!

• Intermediate level
• 2 hours long
• Taught by professional machine learning engineer
• Certificate of completion
• Free access for new/premium LinkedIn users

Activate 1-Month FREE Trial

7. TensorFlow: Getting Started (Pluralsight)

For those of you looking for an online course that starts from scratch and shows how to build simple TensorFlow models before diving into deep learning, this online course is the perfect choice. This online course is ideal for complete beginners and is reviewed at 4 stars by over 200 students.

Your teacher for this online course will be Jerry Kurata, a machine learning enthusiast who has a master’s degree in computer science. Jerry has authored 6 courses on Pluralsight, earning an average instructor rating of 4.5 stars.

In this 2 ½ hours long online TensorFlow course, Jerry will take you through the very basics of TensorFlow such as setting it up on your machine and building your first computational graph, before moving to advanced topics like building end-to-end deep learning models, and much more.

If you’re not feeling convinced about this online course from the get-go, Pluralsight has provided the option to take a free 10-day trial and decide whether you want to carry on!

• Beginner level
• 2 ½ hours long
• Taught by CS graduate and ML enthusiast
• Certificate of completion
• Free 10-day trial

8. Introduction to TensorFlow (Coursera)

TensorFlow 2.x has made building deep learning models quite easy and flexible by integrating Keras, another deep learning framework. Take this intermediate-level online TensorFlow course on Coursera to get yourself comfortable with TensorFlow basics, Keras, and the Google AI Cloud.

Instructors for this online course will be provided by the Google Cloud Training team. The team consists of experts from Google (which has built TensorFlow) who have produced over 200 courses on Coursera and taught over 1 million students.

By investing 19 hours to complete this online course, you will learn all about using the Keras API to build sequential and functional models, design an efficient input data pipeline using TensorFlow, manipulate large datasets, use the Cloud AI Platform to deploy models, and much more.

This online course is ideal for those of you who want to learn at your own pace – with flexible deadlines, you don’t have to worry about falling behind schedule and losing your money!

• Intermediate level
• 19 hours long
• Taught by instructors from Google Cloud Training team
• Certificate of completion
• Financial aid available

9. Learning TensorFlow with JavaScript (LinkedIn Learning)

The development of TensorFlow.js has made deploying powerful machine learning applications on the web easy and efficient. So, take this intermediate-level online TensorFlow course on LinkedIn if you want to learn how to build powerful TensorFlow models and share them through the web.

In this online course, you will be instructed by Emmanuel Henri, a full-stack software developer who has over 20 years of professional experience. His online TensorFlow course has been taken by over 11,000 students and professionals on LinkedIn.

Through this 1 hour long online course, you will become comfortable with using TensorFlow and implementing it in JavaScript. You will go through topics like machine learning basics, working with variables, tensors, models and layers, training models, deploying on the web, and much more.

You can join special learning groups for this online TensorFlow course where you can get help for your confusions and queries and support others to get a holistic learning experience!

• Intermediate level
• 1 hour long
• Taught by a full-stack developer with 20 years of experience
• Certificate of completion
• Free access for new/premium LinkedIn users

10. Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning (Coursera)

Next on my list is a highly popular online TensorFlow course on Coursera that has been taken by over 220,000 students from all around the world. This intermediate-level online course will get you comfortable with building scalable deep learning algorithms using TensorFlow and deploying them.

As for your instructor, Laurence Moroney will be teaching you in this online course. Laurence works at Google as a Developer Advocate and focuses on artificial intelligence applications using TensorFlow. He has earned an average rating of 4.8 stars on Coursera.

In this 30 hours long online course, Laurence will take you through the breads and depths of TensorFlow by showing you how to build a basic neural network and train it for a computer vision task, improve its performance through convolutions, use best industry practices, and much more.

This is the first in a series of online courses that will turn you into a TensorFlow expert if you decide to carry on!

• Intermediate level
• 30 hours long
• Taught by Google developer advocate
• Certificate of completion
• Financial aid available

11. Deep Learning Course (with Keras & TensorFlow) Certification Training (Simplilearn)

The final entry on my list is an online TensorFlow certification course on Simplilearn that is well-suited for people experienced with programming, math, and statistics. It has been taken by over 5,000 students and is rated as the top Bootcamp in the world.

You will be provided with instructors for this online course by Simplilearn. The company makes sure that deep learning experts who have a proven ability to teach are selected to develop course contents, so you can be sure that you will be learning from the best in the business.

Through 34 hours of blended learning, you will learn the basics of deep learning using TensorFlow by going through topics like convolutional and recurrent networks, restricted Boltzmann machines, and auto-encoders, and work on real-life industry projects to practice your skills.

As part of this Bootcamp, you will have the opportunity to participate in mentoring sessions from industry experts and set yourself up to succeed in this exciting field!

• Intermediate level
• 34 hours long
• Taught by industry experts vetted by Simplilearn
• TensorFlow Developer Certification
• Mentoring sessions from industry experts

Visit Simplilearn.com

Just getting started? Check out our Big Data and Machine Learning course reviews.

Prefer to build out your Data Analytics toolset instead? Then you’re going to want to go deep on Stata, Tableau or Alteryx.

VMware has emerged as the go-to tool for businesses and individuals interested in shifting their infrastructure online to cloud solutions and bringing full digital access to users. So if you want to learn how to build solutions using VMware, you’ve come to the right place!

In this article, I have gathered the best online VMware training courses in 2024 that will teach you the basic and advanced concepts in VMware, making you capable of dealing with network virtualization, NSX, security architecture, vSphere, vSAN, and much more.

You’ll be doing many hands-on exercises as part of these online training courses, so get ready to put your skills and knowledge to the test. Let’s get started!

Top 11 Best VMware Training Courses 2024 (Free + Paid)

1. VMware vSphere 6.5 Essential Training Part 1 (LinkedIn Learning)

First on my list is a beginner-level online VMware training course on LinkedIn that more than 17,000 people have taken on the platform. It is an excellent choice for anyone starting with VMware who wants to learn vSphere and work with ESXi.

Your instructor for this online course will be Rick Crisci, an IT professional with over 16 years of real-world experience. Rick has received certifications from VMware, Cisco, as well as Juniper.

In this 5 hours long online VMware course, you will dive into VMware’s tools by going through topics like vSphere editions, making virtual networks with vSphere, configuring ESXi, making various types of switches, creating NFS data stores, making virtual machines, and much more.

By completing this online course, you will claim 5 CompTIA Continuing Education Units (CEUs)!

• Beginner level
• 5 hours long
• Taught by IT professional and VMware certified expert
• Certificate of completion
• Free access for new LinkedIn users

Activate 1-Month FREE Trial

2. Networking and Security Architecture with VMware NSX (Coursera)

Developed by VMware, this intermediate-level online VMware course on Coursera is an excellent choice for all those who want to learn VMware’s NSX. Taken by more than 27,000 students, this online course will make you a confident user of NSX and network virtualization expert.

In this online course, you will be taught by Chris McCain, the director of product management at VMware in the department of networking and security. Chris has gathered 15+ years of experience working in the IT industry and is the author of Mastering VMware Infrastructure 3.

Through 20 hours of videos and assignments, you will dive into the world of network virtualization by going over topics like the basics of NSX, the business value NSX creates, what the security and network architecture of NSX is like, how you can work towards certification, and much more.

You will get to work on loads of hands-on labs to apply and consolidate the knowledge you pick up during the lectures!

• Intermediate level
• 20 hours long
• Taught by director of product management at VMware
• Certificate of completion
• Financial aid application

3. VMware vSphere 6.0 Part 1 – Virtualization, ESXi and VMs (Udemy)

If you’re looking for resources to help you transition into a VMware vSphere administrator role, this intermediate-level online VMware course on Udemy is the right fit for you. More than 12,000 students have taken this bestselling online course on Udemy.

As for your instructor, Larry Karnis will be teaching you in this online course. Larry is an IT expert with over 25 years of professional experience. He has been a VMware Certified Professional (VCP) since 2004 and has been training people on using VMware for almost 17 years.

In this 9 hours long online VMware course, Larry will first guide you on installing and setting up the ESXi 6.0 hypervisor and host management before going over the basics of virtual and physical networking, using file shares like NFS, how to build virtual machines, and much more.

At the end of this online course, you will get a certificate of completion to share with your network and let them know about your newly acquired VMware skills!

• Intermediate level
• 9 hours long
• Taught by VMware Certified Professional (VCP)
• Certificate of completion
• Full lifetime access

Visit Udemy.com

4. Learning VMware vSAN (LinkedIn Learning)

vSAN is an incredibly in-demand storage solution developed by VMware, so this intermediate-level online course on LinkedIn is a great choice for all those wanting to get a strong grasp of vSAN. More than 4,000 people have taken this online VMware course and strengthened their vSAN skills.

Rick Crisci, an IT professional with 16+ years of professional experience, will teach you in this online course. Rick is a VMware Certified Professional (VCP) and has certifications from Cisco and Juniper as well.

In this 3 hours long online VMware course, Rick will teach you several important vSAN-based skills and methods, including managing vSAN capacity through disk groups, the difference between hybrid and flash architectures, and configure a vSAN network, and much more.

If you’re a new user on LinkedIn, you can gain access to this online course for free and get a certificate of completion at the end!

• Intermediate level
• 3 hours long
• Taught by VMware Certified Professional
• Certificate of completion
• Free access for new LinkedIn users

Activate 1-Month FREE Trial

5. VMware Learning Paths (VMware Official)

For those of you who prefer to learn from official sources and use training materials developed by the creators of VMWare, this is the link you should explore at length. This course is beneficial if you would like to find personalized plans for individuals and entire companies.

VMWare Learning Paths will provide you with instructors for these online courses on VMWare’s official website by experts in the field. These include VMWare Certified Professionals (VCPs) who have a strong history and command over the entire VMWare toolkit.

In this collection of online VMWare courses, you will find courses ranging from 3 to 5 days in length on a range of beginner, intermediate, and advanced topics. You will find online courses that teach about VMWare’s multi-cloud, virtual cloud, digital workspace solutions, and much more.

You will also find online courses that will directly prepare you for the VMWare Professional Certification and get you a step ahead in your professional career!

• Beginner/intermediate/advanced level
• Collection of online courses
• Taught by experts and VMWare Certified Professionals
• Prepare for VMWare Certification
• Explore the entire suite of VMWare tools

Visit Vmware.com

6. Learning VMware vSphere 6.5 (LinkedIn Learning)

Next on my list is a beginner-level online VMWare course that will introduce you to the world of virtual machines through VMWare’s tools. More than 17,000 students and professionals have taken this online course and can be accessed on multiple devices (including tablets and phones).

Your teacher for this online course will be Brandon Neill, a VMWare Certified Instructor with 19+ years of professional IT experience. He has been a part of VMWare, having worked as a network escalation engineer.

In this 1 ½ hours long online VMWare course, Brandon will take you on a tour of VMWare virtualization tools by teaching you how to create a vSphere environment, set up ESXi, and vCenter, add data stores and deploy virtual machines, migrate through vMotion, and much more.

As part of this online course, you will get the opportunity to work on a final project that will test all of your skills and make sure you’ve actually acquired the skills!

• Beginner level
• 1 ½ hours long
• Taught by VMWare Certified Instructor
• Certificate of completion
• Free access for new LinkedIn users

Activate 1-Month FREE Trial

7. Implementing and Managing VMware vSphere (Pluralsight)

If you’re already well-versed with computer networks and know a bit about virtualization, then you should definitely check out this learning path series of online VMWare courses on Pluralsight. You will have access to 11 online courses that will give you a full crash course in VMWare’s vSphere.

In these online courses, you will be instructed by David Davis, an IT professional who is an expert with 20+ years of professional experience in the field. David is a VMWare Certified Professional (VCP) and has published more than 50 online courses on Pluralsight.

Through 11 online courses ranging from 1 hour to 4 ½ hours in length, you will find all the information needed to become a vSphere expert. You will learn about installing and configuring it, managing storage, deploying virtual machines and apps, managing resources, and much more.

Taking advantage of a free 10-day trial offered by Pluralsight, you can complete all of these courses (if you have the appetite for it!) and get certificates of completion!

• Beginner/intermediate/advanced level
• Collection of 11 online courses
• Taught by VMWare Certified Professional with 20+ years of experience
• Certificates of completion
• Free 10-day trial of Pluralsight

Visit Pluralsight.com

8. Cert Prep: VMware Certified Associate (VCA-DBT) (LinkedIn Learning)

You will find many online VMWare courses that will teach you how to use the tool, but you should definitely head over to this beginner-level online course if you’re looking to get certified. Taken by over 6,500 students, this online course will prepare you for the certification exam.

As for your instructor, Rick Crisci will be teaching you in this online VMWare course. Rick is a certified IT specialist from VMWare, Cisco, and Juniper, proving his expertise. He also has over 16 years of professional experience.

In this 2 ½ hours long online course, you will receive instruction to prepare you for the VMWare Certification exam. You will go over topics like the key vCenter services, how to design vSphere for performance and security, the use cases for vSAN and NSX, and much more.

At the end of this online course, you will even get a certificate of completion that you can show to your network to let them know that you’re climbing the ladder of VMWare mastery!

• Beginner level
• 2 ½ hours long
• Certificate of completion
• Taught by VMWare Certified Instructor
• Free access for new LinkedIn users

Activate 1-Month FREE Trial

9. VMware Training (MindMajix)

Next on my list is a comprehensive and applied online VMWare course on MindMajix that will give you a solid balance of theory and hands-on practice in using VMWare’s suite of tools. The 5-star rated beginner-level online course will prepare you well for the VMWare Certification exam.

You will be instructed in this online course by experienced instructors hand-vetted by MindMajix itself. You can rest assured that you will be learning from certified VMWare consultants who have a lot of experience in the industry.

With 20 hours of instructor-led lessons and 20 hours of applied labs, you can be sure that you will end this online course with VMWare at your fingertips. You will know all about virtualization, the ESXi server, virtual machines, processor and memory management, and much more.

The best part about this online VMWare course on MindMajix is that you can pay in installments, will have a flexible schedule, and 24/7 lifetime support!

• Beginner level
• 20 hours long
• 20 hours of lab work
• Taught by certified VMWare consultants
• Certificate of completion

Visit Mindmajix.com

10. VMware Training (New Horizons)

New Horizons is a recognized training partner of VMWare, and so you should check out their catalog of online courses and training that will prepare you for the certification exam. You will be able to learn and then take the VMWare Certified Professional test through New Horizons.

Instructors for these online training and VMWare courses will be provided to you by New Horizons. These courses were developed and authored by industry experts certified by VMWare, so you can rest assured that you will receive the most accurate information.

As part of its course catalog, New Horizons offers training courses on the various versions of vSphere, including v6.5, v6.7, and v7.0, on VMWare Carbon Black, Horizon, NSX, vSAN, vCenter, vCloud, vRealize, Workspace ONE, and much more.

If you’re looking for the VMWare Certification, then New Horizons offers the best range of learning resources!

• Beginner/intermediate/advanced level
• Collection of 50+ online courses
• Taught by certified experts
• Prepares you for the VMWare Certification
• Recognized training partner of VMWare

Visit Newhorizons.com

11. The Complete VMware vSphere 7: Beginner to Advanced-pt ½ (Udemy)

The final entry on my list is a beginner-level online VMWare course on Udemy that is perfect for those who are absolute beginners in the field of virtual networks and want to learn about it quickly. Taken by more than 13,000 students, this online course has a rating of 4.2 stars.

Fettah Ben, an IT Manager at a reputed firm, will teach you in this online course. Fettah has a diploma in IT administration and has published more than 12 courses on Udemy, teaching more than 100,000 students worldwide.

In this comprehensive 11 ½ hours long online course, you will start from scratch and go through topics like building, deploying, and administering VMWare virtual machines, configuring various types of switches, configuring ESXi hosts, managing storage, and much more.

Don’t worry about forgetting concepts with time – you will have full lifetime access to this online course so that you can come back whenever you want to review something!

• Beginner level
• 11 ½ hours long
• Taught by experienced IT administrator with 12+ courses on Udemy
• Certificate of completion
• Full lifetime access

Visit Udemy.com

If VMware isn’t quite what you’re looking for, we have a broad set of helpful reviews across a number of rapidly growing technology sectors including Big Data, Online Networking, Machine Learning & Cyber Security.

Alteryx has emerged as an excellent data analysis tool that can help simplify the job of a data scientist to a great degree. So if you’re looking to launch your career as an Alteryx developer, we’ve reviewed the best online courses to help you get started.

In this article, I have gathered the best online Alteryx courses in 2024 that will teach you how to leverage the potential of Alteryx to build robust and automated data pipelines. You will learn about ETL (Extract Transform Load) processes, predictive analyses, developing macros, and much more.

A lot of these online courses provide certificates of completion to help you in your journey to turbocharge your Alteryx developer career. So let’s get started!

Top 7 Best Online Alteryx Courses 2024 [Free + Paid]

1. Alteryx Essentials (Skillshare)

First on my list is a beginner-level online Alteryx course on Skillshare that is ideal for starters who want a solid overview of all the tools that Alteryx offers. In this online course, you’ll get to solve 3 unique business problems to put your skills to the test.

Your instructor for this online course will be Andrew Poon, an IT and data consultant who works as Edgecate Australia. Andrew has more than 10 years of professional experience during which he completed a number of data and analytics projects for top Australian companies.

In this 2 ½ hours long online course, Andrew will give you a walk-through of all the features Alteryx has to offer including input/output tools, data preparation tools, join tools, reporting tools, summarizing tools, parse tools, batch macro tools, and much more.

By the end of this online Alteryx course, you’ll have an exhibition-ready portfolio containing 3 projects that you can show to potential employers!

• Beginner level
• 2 ½ hours long
• Taught by data and IT consultant with 10 years of experience
• Free 2-month trial of Skillshare Premium

Activate FREE Skillshare Trial

2. Alteryx Bootcamp (Udemy)

If you’re well-versed with the basics of data analysis and want to learn how to channel your knowledge through Alteryx, this intermediate-level online Alteryx course is the best choice for you. Close to 30,000 students have taken this best-selling online course on Udemy.

As for your instructor, Hendrik Kleine will be teaching you in this online course. Hendrik is a data analytics expert who has worked on various business intelligence projects with many Fortune 100 companies.

Through 4 hours of on-demand video lessons, you will learn how to properly use Alteryx for your data analysis work by going over topics like developing the best workflows, applying predictive analytics, making repeatable Alteryx macros, create ETL steps, and much more.

You will get a certificate of completion after you’re done with this online course to show your network that you’ve just taken a full-fledged Alteryx Bootcamp!

• Intermediate level
• 4 hours long
• Taught by data analytics expert
• Certificate of completion
• Full lifetime access

Visit Udemy.com

3. Alteryx Designer: Getting Started (Pluralsight)

Most data analytics professionals spend more time on acquiring data and getting it into the right form than on analyzing and extracting useful insights from it. By taking this beginner-level online Alteryx course on Pluralsight, you can learn how to get the balance right and simplify your work.

In this online course, you will be instructed by Michael Barone, a business intelligence professional. Michael has a bachelor’s degree in mathematics from the State University of New York (at Geneseo) and has a lot of experience in advanced analytics.

In this 2 ¼ hours long online Alteryx course, you will quickly get comfortable with using Alteryx for your data analysis work by first exploring the user interface before going into topics like reading data, filtering and manipulating it, visualizing it in a distribution-ready report, and much more.

With a free 10-day trial of Pluralsight, you can complete this online course along with several other intermediate and advanced courses to become an Alteryx expert!

• Beginner level
• 2 ¼ hours long
• Taught by Alteryx Certified Expert
• Certificate of completion
• Free 10-day trial of Pluralsight

Visit Pluralsight.com

4. ALTERYX – [UPDATED OCT 2020] (Udemy)

For those of you who are tired of the manual steps involved in data cleaning and want to learn Alteryx to automate all of that process, this online Alteryx course on Udemy is the perfect choice. This beginner-level highest rated online course has been taken by close to 13,000 students.

Pavan Lalwani, a freelance instructor and trainer in business intelligence tools, will be teaching you in this online course. Pavan has over 10 years of professional training experience, having worked with companies like Mercedes-Benz, Deutsche Bank, and IBM.

Over a course of 4 ½ hours, you will dive into the basics of Alteryx by going through topics like the input and output features, data preparation tools, joining and parsing operations, various kinds of data transformations, creating reports, and much more.

You won’t have to be limited to a single device to take this online course – you can carry on with course contents whether you’re logged in from your mobile or TV!

• Beginner level
• 4 ½ hours long
• Taught by professional BI trainer with 10+ years of experience
• Certificate of completion
• Full lifetime access

Visit Udemy.com

5. Alteryx (Kubicle)

Next on my list is a comprehensive online Alteryx resource on Kubicle which has 4 online courses that will make you comfortable with completing your end-to-end data projects using Alteryx. This collection of online courses will take you from beginner-to-advanced level in Alteryx.

You will be provided with instructors for this online course by Kubicle, an e-learning company focused on improving data literacy among the general public and among data analysis professionals.

Through 40 – 100 minutes-long online courses, you will go through a number of bite-sized lessons that will teach you how to join and transform data, apply parsing tools, work on practical applications like spatial data mapping, do predictive analyses like regression, and much more.

At the end of each online course, you will receive Continuing Professional Development (CPD) credits to further your professional career and acquire certifications!

• Beginner/intermediate/advanced level collection of 4 courses
• 40 – 100 minutes long courses
• Taught by instructors from Kubicle
• Work on practical applications
• Get CPD credits

Visit Kubicle.com

6. Alteryx Masterclass – crash course in Alteryx for beginners (Udemy)

If you’re someone who prefers to have minimal coding work while preparing and analyzing data, then you should check out this beginner-level online Alteryx course on Udemy. Taken by more than 4,000 students, this online course will get you started with Alteryx through a case study.

In this online course, you will be taught by Dan We, a business intelligence developer and expert. Dan holds a master’s degree in BI and has certifications in a number of leading BI tools. He has published more than 50 online courses on Udemy.

In 2 ½ hours of video lessons, Dan will take you through an in-depth case study. He will also teach you Alteryx by going through topics like importing data, joining various fields of information, converting data types, performing transformations, and much more.

You will watch Dan walk through a number of Alteryx challenges himself and get to see how he approaches his projects!

• Beginner level
• 2 ½ hours long
• Taught by BI expert
• Certificate of completion
• Full lifetime access

Visit Udemy.com

7. Building Alteryx Apps and Macros (Pluralsight)

The final entry on my list is an intermediate-level online Alteryx course on Pluralsight. This training course will teach you how to automate steps in your workflow by making use of apps and macros. This is an ideal online course for you if you’re tired of repeating the same steps over and over again.

Michael Barone, a BI professional who has a bachelor’s degree in mathematics from the State University of New York at Geneseo, will be teaching you in this online course. Michael is one of 25 Alteryx Certified Experts (ACE) from all over the world.

Through 2 ¾ hours of video content, you will learn the basics of automating steps using apps and macros by going over how an app integrates with the workflow and how to build one, how macros are just tools containing a series of tools, how to run multiple apps in a series, and much more.

At the end of this online course, you will receive a certificate of completion which you can share with your network and attract potential clients and employers!

• Intermediate level
• 2 ¾ hours long
• Taught by BI professional with ACE certification
• Free 10-day trial of Pluralsight
• Certificate of completion

Visit Pluralsight.com

We hope you found this review useful to getting starting with Alteryx.

If you’re interested in other data analysis tools, check out our reviews on Data Analysis and Big Data Certifications.

Or go deeper on some of the best tools and techniques in this space with TensorFlow, Stata or Tableau.

To remain competitive in today’s data-driven world, companies have had to integrate data analytics into their standard workflows and decision-making processes. So if you want to become a data analyst and enter this booming field, you’ve come to the right place!

In this article, I have gathered the best online data analytics courses in 2024 that will not only teach you how to gather, mine, clean, and sort data, but will also show you how to use tools like Tableau to visualize data in meaningful ways, use big data tools like Hadoop and Apache, and much more.

You will get certificates of completion in most of these online courses so that you can stand out in front of potential employers and clinch your dream data analytics job. So let’s get started!

Top 16 Best Online Data Analytics Courses & Classes 2024

1. IBM Data Analyst Professional Certificate (Coursera)

This course is for professionals serious about data analytics or those who want a fast track into the field. More than 350,000 people have successfully completed this program as its one of the best values out there. If you’re looking to get trained to be job-ready with professionally recognized and valued skills, this is your course.

This comprehensive data analyst certificate program is made up of 9 courses and lead by 11 IBM professionals, including Rav Ahuja, the AI and data science program director at IBM. The course is self-paced and estimated to take 3 months if you devote 10-12 hours of study per week. Many will do less each week and complete the course in 6-9 months. And with successful completion of the program, you’ll be eligible to claim your IBM Badge.

After this course, you’ll have a powerful data analysis toolbox that you’ve applied to real problems. This includes industry standards such as SQL, Excel, Python, and Cognos Analytics. And you’ll be able to use those tools to apply leading-edge techniques such as cleansing and filtering data, building advanced data visualization dashboards, developing machine learning regression models, and optimizing data pipelines.

In addition to hands-on projects throughout the program, you will also complete a capstone project that you can use to show prospective employers your skills and potential impact.

• Intermediate level
• 3-6 months long at 5-10 hours/week
• Taught by AI and data science professionals from IBM
• Certificate of completion + IBM badge
• Financial aid available

2. SQL – MySQL for Data Analytics and Business Intelligence (Udemy)

First on my list is a beginner-level online data analytics course on Udemy that will give you thorough training on MySQL and show you how to deal with data in a variety of different forms. Taken by over 89,000 students, this bestselling online course has an average rating of 4.6 stars.

You will be provided with instructors for this online course by 365 Careers, an e-learning company that creates high-quality learning resources for aspiring financial analysts and data scientists. It has published 68 online courses on the platform and has taught over 1,240,000 students.

In this 9 ½ hours long online data analytics course, you will go through a wide variety of SQL and MySQL topics including relational database management theory, how to perform various operations and queries on the dataset, develop business intuition for solving problems, and much more.

You will be working with a real-life dataset in this online course so that you get the hands-on practice that is relevant for the jobs you will apply to!

• Beginner level
• 9 ½ hours long
• Taught by instructors from a successful e-learning company
• Certificate of completion
• Full lifetime access

Visit Udemy.com

3. Python for Finance: Investment Fundamentals & Data Analytics (Udemy)

As the name suggests, this beginner-level online data analytics course on Udemy is an excellent choice for anyone who wants to practice finance and investment through Python and data analytics. Taken by over 91,000 students, this bestselling online course has an average rating of 4.5 stars.

As for your instructor, you will be taught in this online course by 365 Careers. 365 Careers is a successful e-learning company that publishes online courses on a variety of topics including finance and data science and has taught over 1,246,000 students on Udemy.

In this 8 ½ hours long online course, you will learn to turbocharge your practice of finance and investment through data analytics in Python. You will learn basic Python from scratch and go through topics like building investment portfolios, calculating risk and return, and much more.

You don’t have to sit in front of your laptop at home in order to learn in this online course. You can learn on the go through Udemy’s mobile app as well!

• Beginner level
• 8 ½ hours long
• Taught by 365 Careers (over 1,246,000 students on Udemy)
• Certificate of completion
• Full lifetime access

Visit Udemy.com

4. Learning Data Analytics (LinkedIn Learning)

You don’t need to have any knowledge of data analytics in order to take this beginner-level online data analytics course on LinkedIn. Completed by over 317,000 students, this popular online course will give you a strong understanding of data analytics and teach you how to practice it in MS Excel.

Robin Hunt, a data analytics expert with over 20 years of professional experience, will be teaching you in this online course. Robin is the co-founder of ThinkData Solutions and a Microsoft Certified Learning Partner. She teaches Excel, database design, SQL querying, and Power Query.

Through 1 ½ hour of bite-sized video lessons, Robin will introduce you to the world of data analytics and take you through topics like data fields and types, syntax, how to interpret data, create a data dictionary, understand the difference between linking and embedding charts, and much more.

By completing this online course, you will receive 3.2 Continuing Professional Education (CPE) credits along with a certificate of completion from LinkedIn!

• Beginner level
• 1 ½ hour long
• Taught by data analytics expert with 20+ years of experience
• Certificate of completion
• Free access for new LinkedIn users

Activate 1-Month FREE Trial

5. Data Analytics for Business (edX)

Developed by Georgia Tech, this advanced-level online data analytics course on edX is the online course you need to take in order to start using data to make decisions in business organizations. It has been taken by over 34,000 students already and is part of an Analytics MicroMasters program.

Your teacher for this online course will be Frederic Bien, a lecturer at the Georgia Institute of Technology. He founded the online media buying agency Ad Buying Network Inc. in 2006 which is focused on analytics and strategy and served as its CEO until 2018.

Over a course of 16 weeks in this online course, you will receive training that will make you capable of formulating business problems from a data perspective. You will learn how to think of analytics ideas, use proprietary analytics software, generate useful insights, and much more.

You will have the choice to either audit the online course contents for free, or pay a fee of $825 and receive a verified certificate of completion as well!

• Advanced level
• 16 weeks long with 10-12 hours of study per week
• Taught by a lecturer from Georgia Tech
• Certificate of completion for $825
• Free audit of course contents

Visit Edx.org

6. Data Analytics Literacy (Pluralsight)

Next on my list is a one-stop shop for all your data analytics learning needs on Pluralsight. In this collection of 6 beginners, intermediate, and advanced level online courses, you will find everything needed to build a solid foundation of data analytics and tackle real-world business problems.

In this online course, you will be instructed by Janani Ravi and Axel Sirota. Janani is a former Google employee with 7+ years of professional experience and a master’s degree from Stanford. Axel has a master’s degree in mathematics and is an expert in machine and deep learning.

Through 6 online courses that are 2 ½ to 3 ½ hours long, you will be able to learn a wide variety of data analytics topics including processing, representing, preparing, combining, and shaping data, deducing probabilities, using statistical models, communicating insights, and much more.

The best part is that if you’re fast enough, you can complete all of these online data analytics courses for free by taking the free 10-day trial of Pluralsight.

• Beginner/intermediate/advanced level collection of courses
• 6 courses that are 2 ½ to 3 ½ hours long
• Taught by data experts with master’s degrees
• Certificate of completion
• Free 10-day trial of Pluralsight

Visit Pluralsight.com

7. Introduction to Data Analytics for Managers (edX)

If you’re a business manager and want to acquire the skills to start analyzing data in your business and take decisions based on that, you should check out this beginner-level online course on edX. Taken by over 41,000 students, this online data analytics course will make you data-literate.

You will be taught in this online course by Amitabh Sinha and Sanjeev Kumar. Amitabh is a former associate professor of technology and operations, and Sanjeev is a lecturer in the same department at the University of Michigan.

Over a course of 6 weeks in this online course, you will learn about the various data analytics techniques used in organizations to make data-driven decisions and perform basic activities like making simple scatter plots, making SQL queries, running hypothesis tests, and much more.

Since this is a self-paced online course, you won’t have to worry about following a fixed class schedule or routine – you’ll have the freedom and flexibility to learn at your own pace!

• Beginner level
• 6 weeks long with 2-4 hours of study per week
• Taught by senior faculty from the University of Michigan
• Certificate of completion for $49
• Free access to course contents

Visit edX.org

8. Data Analytics for Business Professionals (LinkedIn Learning)

It has now become imperative for executives and leaders to understand how to leverage data in the right way to create value and make the right decisions for their businesses and companies. So if you’re targeting that goal, you should check out this intermediate-level online course on LinkedIn.

John Johnson, a professional economist, will be teaching you in this online course. John has a PhD in economics from MIT and is the president and CEO of Edgeworth Economics. He is the co-author of EVERYDATA: The Misinformation Hidden in the Little Data You Consume Every Day.

In this 1 ¼ hour-long online data analytics course, John will teach you what role data analytics can play in adding value to your business. You will learn about the different types of data, how to calculate descriptive(s), kinds of data collection issues, prescriptive analytics, and much more.

If you’re a new user on LinkedIn, you can take this online data analytics course for free and get a certificate of completion at the end!

• Intermediate level
• 1 ¼ hours long
• Taught by economist with PhD from MIT
• Certificate of completion
• Free access for new LinkedIn users

Activate 1-Month FREE Trial

9. Statistics for Business Analytics and Data Science A-Z (Udemy)

Every aspiring data analyst must have a strong foundation in statistics because it forms the basis of the field of data analytics. So if you’re looking to learn statistics for the first time or brush up your knowledge, this beginner-level online data analytics course on Udemy will serve you well.

Your instructor for this online course will be Kirill Eremenko, a data scientist and management consultant with 5+ years of professional experience. Kirill received his data analytics training from Deloitte Australia and has published 122 courses on Udemy, teaching 1,694,000+ students.

Through 6 hours of on-demand video lessons, you will go through a variety of basic statistical concepts including the normal distribution, continuous and discrete variables, the central limit theorem, confidence intervals, standard deviations, hypothesis testing, and much more.

Don’t worry if you find some concepts getting rusty in your head – with full lifetime access, you can come back at any time to review the contents of this online course!

• Beginner level
• 6 hours long
• Taught by data scientist with 5+ years of professional experience
• Certificate of completion
• Full lifetime access

Visit Udemy.com

10. Data Analytics for Students (LinkedIn Learning)

Next on my list is a beginner-level online data analytics course on LinkedIn that is perfect for anyone who is starting out as a student in the field of data analytics and wants to explore the basics. Over 1,000 students have taken this online course which can be accessed on tablets and on phones.

Instructors for this online course will be provided to you by Madecraft, an e-learning company from Santa Barbara, California. Madecraft selects industry experts to develop its content library and has provided learning solutions to companies like MailChimp, Facebook, and Udacity.

In this 1-hour long online data analytics course, you will learn the basics of how data is used to gather insights and make effective decisions that add value. You will learn about how data is gathered, what are the common tools used in analytics, and much more.

Once you’re finished with this online course, you will get a certificate of completion which you can share with your network to let them know about your newly acquired skills!

• Beginner level
• 1 hour long
• Taught by Madecraft (e-learning company)
• Certificate of completion
• Free access for new LinkedIn users

Activate 1-Month FREE Trial

11. SQL Masterclass: SQL for Data Analytics (Udemy)

Knowing how to navigate the world of SQL is an essential skill for any aspiring data analyst. So if you’re looking to build a strong foundation in SQL, you should get enrolled in this beginner-level online data analytics course on Udemy that has been taken by more than 210,000 students.

You will be taught in this online course by instructors from the Start-Tech Academy, a dedicated analytics education company. They provide training content along with internships and projects and have taught over 828,000 students on Udemy from all around the world.

Through 7 ½ hours of hands-on exercises and video lessons, you will master all the basic SQL commands, use sorting and filtering effectively, learn to use indexes and views to turbocharge your workflow, use tools like JOINS and GROUP BY, practice PostgreSQL, and much more.

You will get to take a full practice test at the end of this online course in order to review and consolidate all that you’ve learned!

• Beginner level
• 7 ½ hours long
• Taught by instructors from Start-Tech Academy
• Certificate of completion
• Full lifetime access

Visit Udemy.com

12. Professional Certificate in Transforming Your Company’s Data Analytics: Championing the Digital Enterprise (edX)

If you’re tasked with driving data-driven policy in your business or company and need to understand how different parts come together, you should check out this program on edX. This beginner-level online professional certificate in data analytics will make you a data policy expert.

Bill Brantley of the University of Maryland, College Park, will be teaching you in this online professional certificate. He has over 20 years of training experience during which he has helped hundreds of students understand and drive digital transformation in their organizations.

Over a course of 4 months, you will take 4 online data analytics courses that will introduce you to digital transformation in organizations through data analytics, show you case studied and projects that can be replicated, teach you how to make evidence-based strategic decisions, and much more.

You can earn a valuable professional certificate by paying $716.4 and completing all the online courses completely at your own pace and in your own time!

• Beginner-level professional certificate with 4 courses
• 4 months long with 2-3 hours of study per week
• Certificate of completion for $716.4
• Self-paced studying

Visit edX.org

13. Data Analytics and Visualization in Health Care (edX)

The healthcare industry is swarming with raw data with a high demand for analysts who can process it and extract useful insights from it. So if you’re looking to launch your career in data analytics in healthcare, this advanced-level online data analytics course on edX is the perfect choice for you.

You will be taught in this online course by senior faculty members from the Rochester Institute of Technology. This group of teachers includes Travis Masonis, Matthew Phillips, Jodi Lubba, and Johnny Brown – all of whom are adjunct professors from the RIT.

Through 8 weeks of learning and hands-on practice, you will first explore the data-based aspects of the healthcare industry and understand the role of health informatics in this before diving into practical skills like data collection and interpretation, visualization and analysis, and much more.

You have the option of either auditing the online course’s contents for free, or paying $249 and receiving a verified certificate of completion at the end!

• Advanced level
• 8 weeks long with 8-10 hours of studying per week
• Taught by adjunct professors from RIT
• Certificate of completion for $249
• Free access to course contents

Visit Edx.org

14. Data Analytics on Google Cloud (Pluralsight)

Google Cloud is one of the leading platforms used to perform data analytics ‘online’ and is a valuable skill for data analysts to have in their toolbox. So if you’re looking to dive into this area, you should check out this collection of 4 online data analytics courses on Pluralsight.

Instructors for these online courses will be provided to you by Google Cloud, the analytics division of Google. You can be sure that you’re learning from industry experts who know their way around Google Cloud and will transfer useful practical skills to you.

In this collection of beginner, intermediate, and advanced level online courses that are between 2 ½ and 4 ½ hours long, you will learn a wide range of data analytics skills like writing high-quality SQL code, cleaning and transforming data, using BigQuery, visualizing data, and much more.

You will find a healthy balance of lectures and hands-on labs so that you can try out everything for yourself and really come away with solid analytics skills!

• Beginner/intermediate/advanced level collection of courses
• 4 courses that are 2 ½ to 4 ½ hours long
• Taught by Google Cloud team
• Certificate of completion
• Free 10-day trial of Pluralsight

Visit PluralSight.com

15. The Art of Data: Analytics in Everyday Life (Skillshare)

The final entry on my list is a short online data analytics course on Skillshare that is perfect for anyone who wants to use data on a daily basis in their personal lives to make better decisions. This beginner-level online course has been taken by over 2,000 students on the platform.

Tyler Pernes, a data analyst and engineer, will be teaching you in this online course. Tyler has served as a senior data analyst at Red-Spark.com and the manager of business intelligence and senior strategic data analyst at Ziff Davis.

In this ¾ hour-long online course, Tyler will give you a basic introduction to data analytics by going over topics like gathering data from various sources, loading it into specific storage systems, visualizing it using a business intelligence tool, putting pieces together, and much more.

If you find yourself stuck with confusion or question, you can always turn to the discussion section and have your query resolved by either Tyler himself or one of the students!

• Beginner level
• ¾ hours long
• Taught by senior data analyst
• Free 2-month trial of Skillshare Premium

Activate FREE Skillshare Trial

16. Introduction to Data Analytics (Coursera)

If you’re looking for a gentle introduction to the world of data analytics, you should definitely check out this beginner-level online data analytics course on Coursera. Over 23,000 students have enrolled in this online course and given it an average rating of 4.7 stars.

In this online course, you will also be taught by Rav Ahuja, the AI and data science program director at IBM. Rav has developed 12 courses on Coursera on the subject of AI, data analytics, and machine learning, and has taught 560,000+ students from all around the world.

Through 11 hours of learning and hands-on practice, you will understand all the avenues of the world of data analytics. You will learn about source identification and data gathering, cleaning and analyzing data, making useful visualizations and dashboards, and much more.

In the final project, you will get to work on a real-life data analytics scenario so that you can apply your skills and master everything that you’ve learned!

• Beginner level
• 11 hours long
• Taught by AI and data science program director at IBM
• Certificate of completion
• Financial aid available

If you are looking to learn more, you can see our related posts about Machine Learning, Big Data, Stata or Tableau.

Stata is among the go-to tools used by researchers for managing and analyzing large data sets. So, if you are seeking out the best online Stata courses, you’re in the right place!

In the guide below, I have rounded up the top Stata classes to get you comfortable navigating the interface of Stata and building highly sophisticated models to analyze your data.

Many of these online courses will give you certificates of completion for your achievement so that you can showcase your new skill to potential employers. So, let’s get started!

Top 7 Free Best Online Stata Courses & Classes 2024

1. Learn Data Analytics with Stata (Skillshare)

First on my list is a comprehensive online Stata course from Skillshare that is great for beginners wanting to thoroughly practice all the functionalities of this software.

Your instructor for this Stata class will be Franz Buscha, an economics professor at the University of Westminster. Franz is Westminster Business School’s director of research and has also overseen the research of over 200 academics, so you are in expert hands!

In this 6 ½ hours long course, students will go through a wide range of topics centered on Stata including the features in its interface, how to explore and view data, create beautiful graphs from the data, build complicated regression models, test various hypotheses, and much more!

The best part is that you can sign up for a free 1-month trial of Skillshare Premium and take this course (along with countless others) for free!

• Beginner level
• 6 ½ hours long
• Taught by veteran economics professor
• Free 1-month trial of Skillshare Premium

Activate FREE Skillshare Trial

2. Introduction to Stata 15 (LinkedIn Learning)

If you’ve been considering using Stata to analyze large amounts of data for your research, this beginner-level online Stata course is a great place to start! Taken by more than 8,600 students, this course will show you what Stata is truly capable of!

As for your instructor, you will be taught by none other than Franz Buscha, an economics professor at the University of Westminster who is an expert in Stata and has taught 100,000s of students through all of his classes.

Through 4 ¼ hours of video lessons, Franz will show students how to use Stata for various applications by taking them through topics like importing and displaying data, conducting distributional and regression analysis, working with variables, implementing choice models, and much more.

If you’re a new user on LinkedIn, you can access this online Stata course for free, and earn a certificate of completion when you’re done with it!

• Beginner level
• 4 ¼ hours long
• Taught by economics professor from University of Westminster
• Free access for new LinkedIn users
• Certificate of completion

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3. Complete STATA Workflow + Tips (Udemy)

You can learn all the features of a software like Stata, but if you don’t know how to build a proper workflow, you won’t be able to do anything with it. So if you want to avoid falling into this trap, this beginner-level online Stata course on Udemy is the perfect choice for you.

As for your teacher, Mauricio Maroto, an industrial economics graduate from Carlos III University, Spain, will be instructing you in this online course. Mauricio has more than 8 years of professional experience and has taught over 10,000 students on Udemy.

In this massive 9 ½ hour Stata course, students will learn the right techniques and workflow to follow in Stata to accomplish any project that they set out to complete. More specifically, students will learn to use its syntax, manage variables and data, make insightful graphics, and much more.

Don’t worry about forgetting anything later on – the full lifetime access you’ll get from Udemy will allow you to come back to the course materials even when you have one foot inside your grave!

• Beginner level
• 9 ½ hours long
• Taught by professional with 8+ years of experience
• Certificate of completion
• Full lifetime access

Visit Udemy.com

4. Advanced and Specialized Statistics with Stata (LinkedIn Learning)

Next on my list is an advanced-level online Stata course on LinkedIn that is suitable for those who have already mastered the basic features of Stata and now want to get to the next level. Completing this online course will also earn you 7.8 hours’ worth of Continuing Professional Education credits.

Our popular Stata expert, Franz Buscha, will be teaching you in this course. Franz has become a name associated with Stata training content and has helped 1,000s of students become masters of this powerful tool.

Over the 5 hours of this online Stata class, students will go through an entire list of complex topics such as looping over variables using set parameters, using linear panel estimators, conducting Hausman tests, and much more.

Along with a hefty amount of CPE credits, you will get a certificate of completion at the end of this online course so that you can let your network know that you have become a Stata master!

• Advanced level
• 5 hours long
• Taught by renowned Stata instructor Franz Buscha
• Certificate of completion
• Free access for new LinkedIn users

Activate 1-Month FREE Trial

5. An Introduction to Stata (Udemy)

If you’re just starting out in the field of data science and want to get a ‘taste’ of Stata and its functionalities, you’ll want to check out this beginner-level Stata course. Close to 3,000 students have taken this training, which has earned a rating of 4.7 stars!

Your teacher for this course will be Najib Mozahem, an assistant professor who is specialized in the field of quantitative analysis. Najib has also taught over 8,500 students on Udemy and has a Ph.D. in organizational theory.

In this 3 ½ hours long Stata class, Najib will teach students a number of basic things that a beginner should know how to do in Stata including using the graphical user interface, formatting datasets, encoding variables, importing new datasets, modifying records, and much more.

You will get scripts for all the videos in the online course so that you can revise material whenever you want without having to go through the videos again!

• Beginner level
• 3 ½ hours long
• Taught by PhD specialized in quantitative analysis
• Certificate of completion
• Full lifetime access

Visit Udemy.com

6. Training by Stata (Official Stata website)

If you want to learn Stata from StataCorp itself, then this training can’t be missed! Not only will you learn specialized Stata skills, but all of the training is frequently updated with all the latest software versions.

On Stata’s official training website, students will find a diverse range of training options that you can choose based on their own feasibility. There is the opportunity to take online courses to complete at your own pace, attend live classrooms and web-based training, or even get on-site training for your company.

Access this course straight from the source by heading to the official Stata website. After completing your chosen training, you’ll be fully up-to-date with state-of-the-art Stata knowledge and skills!

• Beginner/Intermediate/Advanced level
• Collection of online courses, live classrooms, webinars
• Option to organize on-site training for group of people
• Prepared by StataCorp, the developer of Stata

Visit Stata.com

7. Introduction to Stata – Hands on! (Udemy)

Ending on a high note, I’m bringing you a hands-on online Stata course from Udemy that will get you started with using Stata regardless of your desired application. This bestselling beginner-level online class has been taken by close to 1,000 students and takes a practical approach to teaching this software.

As for your teacher, Lucas Reis, a data analyst, and entrepreneur will be teaching you in this Stata class. Lucas is an experienced professional with 2 masters’ degrees from renowned universities like Harvard and the University of Texas.

In this 2 ½ hours training, Lucas will get students up and running with Stata by taking you through topics like establishing a workflow, using do-files, importing and saving data, managing and analyzing a dataset (with loads of practice), and much more.

For a limited time, you can get full lifetime access to this online course for a whopping discount of 84%, so this is a deal you do not want to miss! For more lessons, also check out my guide on Big Data.

• Beginner level
• 2 ½ hours long
• Taught by expert data analyst
• Full lifetime access
• Certificate of completion

Visit Udemy.com

If you are seeking out some of the best online machine learning courses and certificates in 2024, you’re in the right place!

In this guide, I have gathered some great machine learning classes that will not only give you an introduction to this emerging field.

But also teach you how to build models using languages like Python and frameworks like Tensorflow and Keras.

Once you’re done with these online courses, you’ll be able to appreciate how the mysterious algorithms work. So, let’s begin!

Top 13 Best Online Machine Learning Courses & Certificates 2024

1. Demystifying Artificial Intelligence: Understanding Machine Learning (Skillshare)

First on my list is a short introductory machine learning course taken by over 6,000 students worldwide that is great if you’re keen to take your first step into the world of ML.

Your instructor for this course will be Christian Heilmann, a senior developer at Microsoft with more than 20 years of professional experience. Christian has also authored several JavaScript courses and books including the Developer Evangelism Handbook, so you will be learning from one of the best.

In this 1-hour online class, Christian will ‘demystify’ machine learning for his students by showing them all the applications it has produced and the value it has created, learning about its myths, how to incorporate it into a product, ethical considerations, and much more.

With a free 1-month trial of Skillshare Premium up for grabs, you can take this online machine learning course for free, along with countless others!

• Beginner level
• 1 hour long
• Taught by Microsoft developer with 20+ years of experience
• Free 1-month trial of Skillshare Premium

Activate FREE Skillshare Trial

2. Machine Learning (Coursera)

If you’re searching for an online course that will teach you the theory behind machine learning and how to quickly apply it, this course can’t be missed! You will also be joining 3.5 million students who have enrolled in this class, which speaks volumes about its quality.

For this online course, students will be taught by Andrew Ng, a machine learning researcher and pioneer of a number of modern ML technologies. Andrew is also an adjunct professor at Stanford University and led the team behind the Google Brain project, so you are in very capable hands!

Over the span of 60 hours, students will work through a diverse range of machine learning topics including supervised learning, neural networks, unsupervised learning, dimensionality reduction, deep learning, best practices in the industry, the innovation process, and much more.

Don’t worry if you find yourself unable to afford the full fee, you can apply for financial aid through Coursera, and upon receiving it, complete this online course for free!

To get Coursera classes for free, check out my guide here.

• Beginner level
• 60 hours long
• Taught by veteran machine learning researcher
• Certificate of completion
• Financial aid available

3. Python for Data Science and Machine Learning Bootcamp (Udemy)

Python has become the poster language for machine learning because of the various ML and computation-focused libraries that have been built on top of it. So if you want to learn Python in conjunction with machine learning to create powerful algorithms, this is a great place to start.

Jose Portilla will be teaching you in this online machine learning course who serves as the head of data science at Pierian Data Inc. and has published 31 online courses on Udemy, teaching close to 2 million students from all over the world.

Through 25 hours of video lessons, Jose will take students through the process of mastering machine learning using Python and its libraries, by teaching them a wide range of topics including ML algorithms, Pandas, Numpy, logistic regression, neural networks, and much more.

Once you’re through with this online machine learning classes, you will get a certificate of completion that you can share with your network to let them know of your new skills!

• Intermediate level
• 25 hours long
• Taught by expert data scientist
• Full lifetime access
• Certificate of completion

Visit Udemy.com

4. Data Science and Machine Learning with Python – Hands On! (Skillshare)

If you’re looking for a hands-on course rather than one that’s heavy on theory, this beginner-level machine learning course is a great place to start.

Frank Kane, a machine learning engineer who is the founder of Sundog Education, will be teaching you in this online course. Frank has over 9 years of experience working at IMDb and Amazon, and has taught close to 100,000 students across all of his lessons.

Spanning 10 hours, students will be introduced to a number of fundamental machine learning concepts from a practical angle including logistic regression, component analysis, breaking down the data into train and test splits, random forests, support vector machines, and much more!

Students also get the chance to work on a final project so that you can put your skills to the test and code your own machine learning application! Not to mention the Skillshare free trial.

• Beginner level
• 10 hours long
• Taught by ex-Amazon and ex-IMDb ML engineer
• Free 1-month trial of Skillshare Premium
• Final project

Activate FREE Skillshare Trial

5. Artificial Intelligence Foundations: Machine Learning (LinkedIn Learning)

Next on my list is a beginner online machine learning course that is great for those who are just starting out in the field. Taken by over 112,000 students, this class will give you the confidence needed to start digging deeper into the world of machine learning.

Doug Rose, a machine learning specialist with a master’s degree in information management will be teaching you this course, who spends his time teaching employees at Fortune 500 companies.

In this short 1 ¼ hour course, Doug will start by giving his students an overview of the machine learning landscape before taking them deeper into some popular algorithms like decision trees and various mistakes that every beginner ML engineer should be wary of.

After completing this online machine learning course, you will get a certificate of completion along with 1.8 Continuing Professional Education (CPE) units!

• Beginner level
• 1 ¼ hours long
• Taught by ML specialist with master’s in IT
• Certificate of completion
• 1.8 CPE credits

Activate 1-Month FREE Trial

6. Machine Learning Specialization (Coursera)

For those of you looking for a learning experience that involves both a wide range of theory and deep practical application, this machine learning specialization on Coursera is a great choice. More than 150,000 students have taken this intermediate-level machine learning specialization.

In this series of online courses, students will be taught by instructor duo Emily Fox and Carlos Guestrin, both of whom are Amazon professors of machine learning at the University of Washington. Together, they have published 6 courses and taught close to 400,000 students on Coursera so they are a popular teaching team!

With a recommended input of 3 hours of study per week, it is estimated to take up to 7 months to complete the 4 in-depth online courses in this specialization. Throughout the course, students will go through a number of case studies and acquire skills in classification, clustering, regression, information retrieval, and many more.

The data shows that 46% of students were able to start a new career after taking this specialization, so there’s good news for you if you’re also looking to dive into this exciting field!

• Intermediate level specialization consisting of 4 courses
• Takes 7 months to complete with 3 effort hours per week
• Taught by machine learning professors from the University of Washington
• Certificate of completion
• Financial aid available

7. Machine Learning with Python: A Practical Introduction (edX)

Not only can computers learn something when it’s specified for them, but there’s a whole field called unsupervised learning where a machine learns on its own. If you’re curious about this, then check out this beginner-level online machine learning course on edX provided by IBM!

Saeed Aghabozorgi will be teaching you in this online course who has a PhD degree and works as a senior data scientist at IBM, which makes him a solid authority on machine learning using Python.

Through 5 weeks of self-paced learning, students will develop a strong skillset in machine learning and get a solid grasp of topics like classification, regression, clustering, dimensionality reduction, train/test split, root mean squared error, random forests, and much more.

If you’re worried about actually being able to implement what you learn, don’t worry – this online course will give you ample hands-on learning through loads of applied ML labs!

• Beginner level
• Takes 5 weeks with 4-6 effort hours per week
• Taught by senior data scientist from IBM
• Certificate of completion
• Free to audit course contents

Visit edX.org

8. Deep Learning Specialization (Coursera)

Ever wondered how self-driving cars figure out what’s in front of them? Or how your computer knows that you’ve loaded a cat image onto the screen? This online machine learning specialization will teach you all of that by showing you how deep neural networks work!

Andrew Ng, the founder of Landing AI and the former Chief Scientist at Baidu, will be teaching you in this specialization. Andrew has earned the ‘Top Instructor’ badge on Coursera for having taught close to 5 million students through his machine learning courses.

In the 4 months students will spend completing the 5 online courses in this specialization, they will develop both a hands-on feel for coding neural networks and a good overview of various technologies. Modules covered include convolutional networks, recurrent networks, and much more.

Completing this specialization will give you the skills necessary for pursuing a full-fledged career as a machine learning engineer, so get ready to dive into the job market!

• Intermediate level specialization consisting of 5 courses
• 4 months long with 5 effort hours per week
• Taught by development lead of Google Brain
• Financial aid available
• Certificate of completion

9. Applied Machine Learning: Algorithms (LinkedIn Learning)

So many online courses teach machine learning theory, but very few help you pick the right tools to solve a machine learning real-world problem. If that’s what you need help with, go ahead and enroll in this beginner-level online machine learning course!

Your instructor for this online course will be Derek Jedamski, a data scientist who is an expert in machine learning. Derek currently works at GitHub and has a strong grasp on a number of machine learning algorithms and programming languages, so you are being taught by a real expert in his field.

In this 2 ½ hours long online course, Derek will take students through the algorithms that are responsible for making machine learning possible in reality. Topics covered include algorithms like logistic regression and gradient descent and how to select the best one for the job at hand.

Here’s the best part: if you’re a new user on LinkedIn, you can take this online machine learning course for free, and earn a certificate of completion while you’re at it!

• Beginner level
• 2 ½ hours long
• Taught by data scientist from GitHub
• Certificate of completion
• Free access for new LinkedIn users

Activate 1-Month FREE Trial

10. Machine Learning, Data Science and Deep Learning with Python (Udemy)

Next on my list is a popular online machine learning course taken by over 135,000 students, and you can join them! This intermediate-level online course will teach you the methods and frameworks you can use to start applying state-of-the-art machine learning to real problems.

In this online course, you will be taught by Frank Kane, the founder of Sundog Education who has spent more than 9 years working in machine learning roles for companies like Amazon and IMDb, and he even has 17 patents registered to his name.

Through 14 hours of on-demand video lessons, Frank will take students through a diverse journey, going over topics like building neural networks using Keras and Tensorflow, visualizing data through MatPlotLib, classifying data using decision trees, and much more.

If (after a few years) you find yourself forgetting concepts from this online course, there’s no need to worry because with full lifetime access, you can go back and access the contents at any time!

• Intermediate level
• 14 hours long
• Taught by founder of Sundog Education
• Certificate of completion
• Full lifetime access

Visit Udemy.com

11. Applied Machine Learning: Foundations (LinkedIn Learning)

With such a wide range of machine learning tools and approaches to solve any given problem, how do you select the one suited to the task? If this is a question you’ve been struggling with, get enrolled in this intermediate-level online machine learning course, and learn the answer!

As for your teacher, Derek Jedamski, a data scientist at GitHub who specializes in machine learning, is back to instruct you in this online course. Derek’s online course has been taken by over 35,000 professionals on LinkedIn, proving its popularity and effectiveness.

In this 2 ½ hours long online course, students will get a solid overview of machine learning and its applications by covering topics like the difference between machine learning and deep learning, how to handle common challenges, plot continuous features, measure success, and much more.

To improve the quality of your learning, you can join a learning group on LinkedIn dedicated to this online course to share and discuss problems, ideas, and solutions! Overall, one of the best online machine learning courses!

• Intermediate level
• 2 ½ hours long
• Taught by GitHub data scientist
• Certificate of completion
• Free access for new LinkedIn users

Activate 1-Month FREE Trial

12. Deep Learning A-Z: Hands-On Artificial Neural Networks (Udemy)

Much of the recent progress in machine learning has been due to the development of deep learning, a technique that allows computers to learn highly complex functions. In this online course, you will grasp the intuitions behind deep learning, and implement them for yourself!

Kirill Eremenko and Hadelin de Ponteves, two data science and machine learning experts, will be teaching you in this online machine learning course. Together, the duo has published over 100 courses on Udemy, teaching more than 1 million students from all around the world so you know they deliver quality!

Through 22 ½ hours of video lessons, students go through the fundamental technologies in deep learning and learn how to implement them, covering topics such as artificial, convolutional, and recurrent neural networks, Boltzmann machines, auto-encoders, and much more.

To show everyone the new skills you’ve acquired to attract potential employers, you will get a certificate of completion at the end of this online course!

• Intermediate level
• 22 ½ hours long
• Taught by 2 machine learning experts
• Certificate of completion
• Full lifetime access

Visit Udemy.com

13. Professional Certificate in Tiny Machine Learning [TinyML] (edX)

Taking the last slot on my list is a unique online machine learning program on edX that goes into the world of ‘tiny’ microcontrollers and ML models that run on these devices. This is the perfect choice for you if you’re an embedded systems enthusiast and want to use ML in your projects.

You will be taught in this online program by a trio of machine learning experts: Vijay Janapa Reddi, an associate professor at Harvard, Laurence Moroney, the lead AI advocate at Google, and Pete Warden, the technical lead of Tensorflow Mobile and Embedded at Google.

In the 4 months spent completing the 3 online courses in this professional certificate program, students will learn everything needed to start using machine learning with embedded systems, a program in specialized frameworks, gather data effectively, and much more.

Because of the self-paced nature of this professional certificate, you don’t need to worry about recurring deadlines – you choose when to work and when to break!

• Intermediate level program consisting of 3 courses
• 4 months long requiring 2-4 effort hours per week
• Taught by trio of machine learning experts from Harvard and Google
• Certificate of completion
• Self-paced learning

Visit edX.org

If you are looking for some of the best online AWS courses and certificates to become a certified solutions architect associate, you’ve come to the right place!

In this guide, I have researched some of the top training classes that will give students a dive deep into the cloud-based world of AWS.

With many of these courses, you will learn about topics such as real-world solution architecture, server-less fundamentals, enterprise security, cost control, and much more.

Additionally, many of these courses include certificates that can help you stand out in a competitive job market. Let’s get started!

Top 13 Best Online AWS Courses, Training & Certificates 2024

1. Become an AWS Cloud Practitioner (LinkedIn Learning)

First on my list is a beginner-level course that will give students a strong foundation of the core concepts and services of AWS and cloud computing. As the name suggests, you will be able to start practicing using AWS as soon as you have completed all 8 courses included in this learning path!

As for your instructors, you will be led by a group of 5 AWS experts which includes David Linthicum, Jeff Winesett, Ryan Spence, Sharif Nijim, and Lynn Langit.

These experts have served as CEOs, directors, and professors, so you can rest assured that you will be receiving industry-relevant and top-quality education!

In the 8 courses spanning a total of 20 ¾ hours, students will start by learning about the basics of general cloud computing, cloud storage, and cloud architecture before diving into AWS’s cloud platform with its business solutions, enterprise security measures, and much more.

After completing this path, not only will you be ready for a career in AWS, you will also receive a certificate of completion to share with your network! Overall, one of the best AWS courses for complete beginners!

• Beginner-level
• 8 courses that are 20 ¾ hours long in total
• Taught by 5 AWS experts
• Become career-ready in AWS
• Certificate of completion

Visit LinkedIn.com

10. Become a Cloud Developer – Nanodegree Program (Udacity)

Next on my list is an outstanding Udacity nanodegree program that will teach you everything you need to know to become a professional AWS cloud applications developer! Also, if you are looking for career guidance, hands-on experience, and more, this course is a great choice!

You will be taught in this AWS course by Kesha Williams, Gabriel Ruttner, Justin Lee, and Ivan Mushketyk, a hand-picked group of top industry professionals who bring many years of combined software and web development experience, as well as being able to name-check Fortune 500 companies among their clientele.

Over a course of 4 months in this intermediate-level program, students will start their cloud journey by going into the foundational concepts like power, security, storage, and networking, before moving on to topics like deploying full-stack applications, microservices, server-less applications, and much more.

With Udacity, you will be assigned a technical mentor who will cater to all of your educational needs, along with specialized career services to launch your cloud development career as soon as you’re done with the learning!

•  Intermediate level
• 4 months long with 10 effort hours per week
• Taught by a group of elite developers selected by Udacity
• Certificate of completion
• Personalized career coaching services
• Technical mentor assigned

USE CODE UPSKILL21 FOR AN EXTRA 50% OFF ANY OF THE NANODEGREE COURSES.

3. AWS Certified Solutions Architect Course (Udemy)

For those wanting to learn AWS to ace the Solutions Architect Exam and build highly scalable web applications, this online course can’t be missed!

Students will also be joining 550,000 others who have already enrolled and have given this training an average rating of 4.5 stars.

Your instructors for this AWS course will be Ryan Kroonenburg, a solutions architect with 17+ years of experience in IT, and Faye Ellis, an IT professional with 20+ years of experience. So for real-world experience and guidance, you’ll be in great hands!

Throughout the 18 hours of video lessons, students will start with a high-level overview of AWS before diving into individual topics like Identity Access Management, EC2, databases, Route53, HA architecture, server-less applications, and much more.

Overall, this is one of the most comprehensive AWS courses available on Udemy! P.S. students will also be able to go through 2 practice tests to make sure you are fully prepared to take on the Associate exam, all while getting a certificate of completion!

• Beginner level
• 18 hours long
• Taught by veteran IT professionals
• 2 practice tests
• Certificate of completion
• Full lifetime access

Visit Udemy.com

4. Prepare for the AWS Certified Solutions Architect (Associate) Exam SAA-C01 (LinkedIn Learning)

If you’re already fairly comfortable with the foundational aspects of AWS, but want to go one step ahead and clear the AWS Associate exam, this LinkedIn Learning course is a great pick!

You will also be joining 110,000 other students who have taken the 10 courses that constitute this intermediate-level learning path.

As for your instructor for this online AWS training series, you will be led by Tom Carpenter, an IT professional who has over 25 years of experience working as a systems administrator and a consultant. His prestigious list of clients includes the likes of Wells Fargo, the US Department of Defense, and Procter & Gamble.

During 18 ½ hours, students will go through topics one-by-one, including AWS storage design, virtual private cloud, compute services, identity, access management, auto-scaling, virtual network services, and tons more.

Hosted on LinkedIn Learning, students will receive a certificate of completion, access to all 17,000 courses, and the confidence and knowledge to pass the SAA-C01 AWS associate exam!

• Intermediate level
• 10 courses that are 18 ½ hours long in total
• Taught by IT guru with 25+ years of experience
• Certificate of completion
• Discounted prices for LinkedIn users that buy practice tests

Visit LinkedIn.com

5. Absolute Beginners Introduction to Amazon Web Services – AWS (Skillshare)

As the name suggests, this Skillshare class is meant to be a very basic introduction to AWS for those of you who have no previous knowledge or experience of it. So if you are brand new to AWS and want an easy-to-understand course, this fits the bill!

Teaching this online class is tutor Sai Kiran Rathan, who holds all four AWS certifications including the Solutions Architect Associate and Professional, Sysops administrator, and Developer Associate certifications.

Over 29 lessons spanning 3 hours of learning, students will go through introductory concepts of AWS including account setup, identity and access management, CLI and other services, basics of EC2, S3 and its buckets, AWS’s free tier, and much more!

You can sign up for a free 1-month trial of Skillshare Premium to access this course along with hundreds of others that will help you cover all the knowledge gaps you have in your skillset!

• Beginner level
• 3 hours long
• Taught by IT professional with 4 AWS certifications
• Free 2-month trial of Skillshare Premium
• Access to hundreds of other courses

Activate FREE Skillshare Trial

6. Ultimate AWS Certified Solutions Architect Associate (Udemy)

Next on my list of best online AWS courses is a comprehensive solution that will teach you everything needed to pass the AWS Associate exam and start building your own solutions. With more than 165,000 students enrolled, this Udemy course has an average rating of 4.7 stars.

Stephane Maarek, a software developer and solutions architect with multiple AWS certifications to his name, will be teaching you in this AWS certification course.  

Over the duration of 24 hours that it takes to complete this training, Stephane will take students through all the components of the SAA-C02 exam including server-less fundamentals using DynamoDB and Lambda, KMS and IAM policies, different kinds of databases, building blocks like EC2 and RDS, and much more.

With Udemy, you can get full lifetime access to this course for a limited-time discount of 93%, along with a certificate of completion at the end!

• Beginner level
• 24 hours long
• Taught by AWS solutions architect with multiple AWS certifications
• Full lifetime access
• Certificate of completion

Visit Udemy.com

7. AWS Essential Training for Developers (LinkedIn Learning)

AWS has grown to contain more than a hundred different services and so it can be quite difficult for developers to find the right tool for their needs.

If you find yourself in this predicament, this beginner-level course on LinkedIn will give you a high-level overview of AWS services needed to understand what each is used for and make better decisions.

Your instructor for this course will be Jeremy Villeneuve, a web application developer who has more than 20 years of professional experience and is the founder of Halvanta, an IT consulting firm in Texas. Jeremy is also highly skilled in cloud computing, agile processes, and AWS.

Spanning 3 ¼ hours, students will get an overview of the various services offered by AWS, which include learning how to accomplish common tasks like setting up security for a root account, identity and access management, creating an EC2 web server, and tons more!

You will be applying your knowledge to a project in this course, and once completed, you will earn a certificate of completion to share with your network!

• Beginner level
• 3 ¼ hours long
• Taught by the founder of IT consulting firm
• Free access for new LinkedIn users
• Certificate of completion

Visit LinkedIn.com

8. AWS Certified Solutions Architect – Associate SAA-C02 (Pluralsight)

For those of you who have spent some time working with AWS and want to improve your CVs by clearing the SAA-C02 exam, this collection of 5 courses on Pluralsight is a perfect choice.

By taking the courses in this learning path, you will achieve a good understanding of how to construct a ‘well-architected framework’ using AWS.

Instructors for this collection of high-quality AWS courses will be provided to you by Pluralsight itself. Pluralsight develops training with top industry professionals who not only have a solid grasp on their field, but also know how to communicate their knowledge in an easy-to-understand way.

Across 5 courses spanning a total of 15 ½ hours of learning, students will explore various aspects of a well-architected framework including building for reliability, performance efficiency, security on AWS, optimizing the decision-making process, and many more.

Additionally, students will also get an overview of the actual SAA-C02 exam which can help you be more prepared and increase your chances of success.

Pluralsight offers you the option to take a free 10-day trial of its standard and premium plans, along with a 33% discount on the plans for a limited time!

• Intermediate level
• 5 courses that are 15 ½ hours long in total
• Taught by hand-vetted instructors
• A free 10-day trial of standard and premium plans
• 33% discount for a limited time
• Certificate of completion

9. AWS Certified Developer – Associate 2020 (Udemy)

If you’re after a top-rated, in-demand AWS certification course, this is a great choice! Among the many AWS certifications on offer, the AWS Certified Developer Associate (CDA) is one of the most sought after.

So if you want to add this important qualification to your CV and turbocharge your career, I recommend you check it out!

In this online AWS course, you will be taught by Ryan Kroonenburg, a solutions architect and the founder of A Cloud Guru, and Faye Ellis, an IT professional with 20+ years of experience. Under the banner of A Cloud Guru, the two instructors have taught over 500,000 students and earned a rating of 4.5 stars.

Each of the 16 hours of this online AWS course provides students with a deep dive into the components of the CDA exam including topics like basic and advanced Identity and Access Management (IAM), EC2, server-less computing, DynamoDB, encryption on AWS, developer theory, and much more.

You can get full lifetime access to this online AWS course on Udemy, which hosts over 150,000 on-demand online courses from beginner to advanced level.

Udemy is offering a limited-time discount of 93%, along with a certificate of completion at the end! You won’t want to miss this fantastic AWS course!

• Beginner level
• 16 hours long
• Taught by instructors from A Cloud Guru
• Full lifetime access
• Certificate of completion
• A limited-time discount of 93%

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10. Getting Started with AWS Machine Learning (Coursera)

Machine Learning (ML) is one of the top fields in today’s world and is predicted to grow even more throughout the next decade.

So if you’re looking to launch a career as an ML engineer armed with state-of-the-art AWS skills, this online course will get you started!

As for your instructor, Blaine Sundrud, a senior technical trainer of AWS, will be teaching you in this online AWS machine learning course. Blaine has published 2 courses on Coursera through which he has taught more than 250,000 students and earned an instructor rating of 4.5 stars.

In this 8 hours long course, students will learn about the scope of machine learning in the modern age, the problems it can solve, and how you can leverage AWS skills to solve these problems including products like SageMaker, Comprehend, Rekognition, Translate, DeepLens, and much more.Currently, students can audit this class for free on Coursera, or pay the extra fee and get a printable certificate of completion. Overall, this is an outstanding free AWS course taught by nonother than Amazon themselves!

• Intermediate level
• 8 hours long
• Taught by the technical trainer of AWS
• Financial aid available
• Certificate of completion

11. AWS Certified Solutions Architect Associate Practice Exams (Udemy)

Even after having years of experience with using AWS, you may end up failing the SAA-C02 exam to become AWS certified. If that is what you fear, you should let practice lead you to success by taking this Udemy course which offers a number of practice tests for the SAA-C02 exam.

Jon Bonso, an AWS certified solutions architect and full-stack software developer with more than 10 years of experience, will be teaching you in this AWS certification course. Jon has also published 6 courses on Udemy, teaching over 140,000 students and earning a rating of 4.6 stars.

In this intermediate-level online AWS course, students will gain access to 6 different practice tests with each having 65 questions to prepare them for the Solutions Architect Associate certification by AWS.

All tests included in this training are up-to-date and contain the new SAA-C02 topics as well. Students will also have detailed explanations after each question set to enhance their understanding of the concepts.

These practice tests have also been prepared based on the feedback of 70,000+ students who have taken the actual exam, and you have the flexibility to review the questions right from your phone! Overall, one of the best AWS courses for those looking to ace the SAA-C02 exam.

• Intermediate level
• 6 practice tests
• Developed by AWS certified software developer
• Updated based on SAA-C02 topics
• Accessible by phone

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12. AWS: Getting Started with Cloud Security (edX)

If you’re worried about data breaches and malware laying waste to all of your hard work on cloud-based application development, you should consider getting enrolled in this edX course.

Your instructors for this course will be Rudy Chetty and Hong Pham, AWS solutions architects with multiple years of experience who are passionate about teaching and delivering top-quality education.

Through 1 month of learning in this course, students will develop a strong understanding of cloud security with topics like security controls such as directory services, identity and access management, CloudWatch, CloudTrial, GuardDuty, and much more.

With edX, you can audit the course contents for free, or pay a nominal amount to receive a verified certificate that you can share with your network to showcase your newly acquired skills!

• Beginner level
• 1 month-long with 4 effort hours per week
• Taught by pair of AWS solutions architects
• Free access to course contents
• Certificate of completion (paid)

13. AWS Fundamentals Specialization (Coursera)

The final entry on my list of the online AWS courses is a specialization on Coursera that will give you a comprehensive overview of all that AWS has to offer to businesses through the cloud. With more than 51,000 students enrolled, this 4-course program has an average rating of 4.6 stars.

Your instructors for this AWS fundamentals specialization course are a group of 12 technical trainers who are experts of AWS and include 4 top-rated instructors on Coursera.

Rest assured that you will be trained by people who have a comfortable grasp on their field of expertise and know-how to communicate it to students.

During the 5 months spent working through this beginner-level online specialization course, students will learn about foundational AWS services, key security concepts, developing server-less applications, shifting from on-premises to AWS, and much more.

Coursera offers you the option to apply for financial aid if you are unable to pay the full fees for this program, and receive a certificate of completion at the end!

Overall, one of the most comprehensive and highly recommended online AWS courses on my list! To learn more, also check out my guide on big data courses.

• Beginner level
• 5 months long with 2 effort hours per week
• Taught by 12 AWS technical trainers
• Financial aid available
• Certificate of completion