Resources
I list below some helpful references for deep learning that I personally like.
Books#
Dive into deep learning: it covers a lot of topics and the concepts are well explained. Pages also can be turned into an interactive nootebooks. Table of content is the bottom of the page.
Deep learning: the book provides a solid mathematical basis.
Blogs & Articles#
- Colah Blog: the bolg provides unique materials about differnt topics. It is more of a scientific article than a blog. I haven’t read all of it, but my favorite are:
- Backpropagation: An article that provides an excellent view of backpropagation.