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Machine learning courses.

Courses on how machine learning works: regression, neural networks, training, and evaluation. From Google’s free crash course to Andrew Ng’s Machine Learning Specialization and fast.ai.

Courses
3
Free to start
3
Free certificate
0

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How to choose.

Decide whether you want the math or the practice first. Andrew Ng’s Machine Learning Specialization builds the intuition and math behind models step by step. fast.ai starts from working code and explains the theory later. Google’s Machine Learning Crash Course sits in between and is the quickest of the three.

Most machine learning courses expect some Python and high-school math. If you only want to use AI tools rather than build models, an AI fundamentals or generative AI course fits better and takes far less time.

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Questions.

What is the best free machine learning course?
Machine Learning Crash Course (Google) is a good place to start: it is free. 3 of the 3 courses on this page are free to start.
Are there machine learning courses with a free certificate?
No course here confirms a free certificate right now. Each course page lists its certificate terms.
Which machine learning courses are good for beginners?
Machine Learning Specialization (Coursera) is rated beginner level.