If you want to learn how to build systems that learn from experience, then this article about free machine learning courses will shed some light on where you can learn the techniques to exploit data to create simple predictive models of the world.
***Also, this article was originally published (and will be quarterly updated) here >> The Best and Free Machine Learning Courses on the Internet.
First off, Mathematics is exceedingly important for machine learning, so if you need to tighten your grips on the basics or advanced concepts, i’ve got your covered in this piece about the Math for Machine Learning and Data Science.
*However, if you are a beginner, i highly recommend that you check this article about Beginner's guide to Machine Learning with Python. *
I have complied these courses according to the student ratings, difficulty level and courses outline.
1. Data Science: Machine Learning — Harvard
This introductory course on Machine Learning for Data Science is provided by Harvard University (HarvardX) and delivered via edX by Professor Rafael Irizarry.
This course is suitable for learners with some experience in Python and basic understanding of Data Science.
2. Intro to Machine Learning — Udacity
In this course, you’ll start with Machine learning algorithms, analyzing and training data sets. And learn the end-to-end process of investigating data through machine learning lens.
If you’re a beginner in Machine Learning with some Programming experience and background in Statistics, this course will help you skill yourself in machine learning.
3. Machine Learning Crash Course - Google AI
Machine Learning crash course from Google will introduce you to Google’s best practices in machine learning to help you get ahead in the field of machine learning. Created by Peter Norvig, Computer Scientist and Director of Research at Google INC.
This course will help you recognize the practical benefits of mastering machine learning and understand the philosophy behind machine learning.
**Also, Google Cloud is offering 2 Specializations on Machine Learning with TensorFlow but if you only want to Learn TensorFlow, i’ve got you covered in this piece about Best TensorFlow Courses on the Internet. **
5+ Free Machine Learning Courses - Kanger
You can find more free Machine Learning courses compiled in this article.
11+ Best Machine Learning Courses from the World-Class Educators.
You can also check this piece on Best Machine Learning Courses on the Internet, ranked according to student ratings, course outline and experience level.
If you liked this article, i’ve got a few practical reads for you. One about the Machine Learning Cheat Sheets and one about the Best (and Affordable) Machine Learning Courses the World-Class Educators.
I’ve also got this data science newsletter that you might be into. I send a tiny email once every fortnight with some useful and cool stuff I’ve found/made.
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Banner Image Credits: medium.com/ai-society/my-first-experience-with-deep-reinforcement-learning-1743594f0361
Course Images: Stanford, Google AI, Udacity, edX