10 Free Machine Learning Courses for Beginners to Join in 2021
Tags: Machine Learning, Deep Learning, Programming, Free, Python

10 Free Machine Learning Courses for Beginners to Join in 2021

Collection of best free online courses to learn Machine Learning for beginners from Udemy, Coursera, freeCodeCamp, and other online portals javinpaul Follow Mar 23 · 12 min read

If you want to learn Machine learning and Deep learning in 2021, and looking for free online courses and tutorials then you have come to the right place. Earlier, I have shared free Data Science Courses for beginners and In this article, I am going to share some of the best free resources to learn Machine learning and Deep learning online.

If you are starting with Machine Learning now then you are lucky that you have so many free and paid resources which can save you a lot of time and hassle. When I first started with Machine learning, I had a hard time figuring out how everything worked. What library is best for Machine Learning? Which algorithms worked best for which data set and there weren’t that many resources.

I spent a lot of time on tutorials, courses, and free resources to learn key machine learning algorithms and concepts. To save time for anyone who wants to learn Machine Learning, I have created this article with all the free resources you need to learn Machine Learning.

Btw, If you are thinking to learn Data Science, Machine learning, or Deep learning then you are not alone, more and more people are starting with these advanced skills around the world.

Though, I have seen a lot of interest from Indian engineers in machine learning and the Artificial intelligence space. They are totally caught up with the craze of developing programs that can recognize numbers, alphabets, vehicles, and several other image scanning stuff.



The craze is very similar to what the 1980’s programmer has about video games, where moving a character on screen gives the joy you get when your program correctly identifies the number or letter you make from hand.



From college graduates to junior programmers and from experienced programmers to software architects, all are showing interest in Machine learning and Artificial intelligence to become part of the next technical revolution, we may be witnessing.



Btw, if you are wondering about what is Machine learning and Deep learning, then let me give you a brief overview.



Machine learning programs use algorithms to parse data, learn from that data, and make informed decisions based on what it has learned. One example of that was selecting the best Cucumber from a lot, which was done by a Japanese programmer, you can read the full story here.



On the other, Deep learning structures algorithms in layers to create an “artificial neural network” that can learn and make intelligent decisions on its own. It’s more complicated than machine learning.

Btw, if you don’t mind spending few bucks on learning a valuable skill like Machine learning then I also recommend you to check out Machine Learning A-Z: Hands-On Python & R if you need a comprehensive, in-depth course on Machine Learning.

This 45-hour course is the most complete resource to learn Machine Learning from scratch and you can buy in just $10 on Udemy sales, which is as good as free.

10 Free Machine Learning Courses for Beginners to Join in 2021

Before I share the list of courses, I’d like to clarify that, even though these courses are free, they are not of inferior quality, and they are just made free by their instructor for promotional and education purposes.



In fact, sometimes these free courses are converted into paid courses once the instructor reaches their promotional targets, so please be careful and check the price of the course before you join.



Anyway, here is my list of some of the best free online courses to learn Machine Learning and Deep Learning online by yourself.

1. Machine Learning By Andrew Ng [Couresra Free Course]

This is probably the best free online course to learn Machine Learning and most likely the most popular one as well. With more than 4 million people already joined this course it doesn’t need any introduction.

This course is created by none other than Andrew Ng, a pioneer in Machine Learning and Artificial Intelligence as well as one of Coursera’s founders.

Coming back to the course, In this class, you will learn about the most effective machine learning techniques, and gain practice implementing them and getting them to work for yourself.

More importantly, you’ll learn about not only the theoretical underpinnings of learning but also gain the practical know-how needed to quickly and powerfully apply these techniques to new problems.

Finally, you’ll learn about some of Silicon Valley’s best practices in innovation as it pertains to machine learning and AI. Coursera is also home to the best Machine Learning Certifications and if you want to become a master, Coursera is the best place to start with.

Here are the things which are covered in this course:

Supervised learning Unsupervised learning Best practices in machine learning

The course will also draw from numerous case studies and applications so that you’ll also learn how to apply learning algorithms to building smart robots, text understanding, computer vision, medical informatics, audio, database mining, and other areas.

Here is the link to join this free course — Machine Learning