Learn To Build ML Algorithms From Scratch With Python

 A free course about implementing the most popular machine learning algorithms using only pure Python and Numpy.

First of all why you would want to learn to implement those algorithms than let a library like Pytorch handle them for you?
While a library hides the implementation details, if you're really looking to understand how things work you have to go behind the covers. That is true especial useful if you are into Data Science.

As such the algorithms that are going to be implemented in the course are :

full article on i-programmer:

https://www.i-programmer.info/news/105-artificial-intelligence/16094-learn-to-build-ml-algorithms-from-scratch-with-python.html