I’m trying to learning machine learning from a more mathematical/theory side of machine learning just so its easier for me to understand AI/ML papers that are coming out just to keep up with them. I would say that I have a basic understanding of AI/ML but more so on the applied side like in Keras, TF, PyTorch somewhat but I feel like I am lacking on my understanding on the mathematical side of AI/ML. So any books and course recs for that?

You are viewing a single thread.
View all comments
0 points

Mathematics for Machine Learning by Marc Deisenroth and Deep Learning by Ian Goodfellow. Two great books for theory but practice always helps too.

permalink
report
reply
0 points

I also recommend Deep Learning by Goodfellow. Long chapter about the mathematical foundations. I found it very insightful as side lecture during my studies. Also, the online version is free.

permalink
report
parent
reply

Machine Learning

!machinelearning@lemmy.ml

Create post

Community stats

  • 24

    Monthly active users

  • 69

    Posts

  • 30

    Comments

Community moderators