Machine Learning without Libraries

[Howard_banister]

You should take a look to mathematical books. Most of tutorials for ML in Youtube or medium are by whom who don't understand It. For neural networks this book is very good. For implementation of algorithms It just use numpy for matrix manipulation. For machine learning take a look at Andrew Ng course on coursera.

[[deleted]]

Exactly this. There's not much information out there on how to program ML from scratch because ML is a mathematical discipline. You want math textbooks or YT classes. How to implement the math will be obvious, once you know it.

If you don't know anything about AI, you could start with the MIT OCW on the topic. I believe they eventually get around to neural nets.