I took the author of this book's course during my undergrad and quite enjoyed it. It's a good theoretical introduction to machine learning principles. The video

I took the author of this book's course during my undergrad and quite enjoyed it. It's a good theoretical introduction to machine learning principles. The video lectures are available here: https://youtu.be/b5NlRg8SjZg https://youtu.be/b5NlRg8SjZg As others have mentioned this is a fairly theoretical take on machine learning which may not be useful if you just want to use a deep learning library. That said, I think there is a lot of value in having a deeper theoretical grasp of a topic even when practicing.