Books

Here are most of the books that are mentioned in the outline:

1- Deep Learning by Ian Goodfellow and Yoshua Bengio (available online for free)

2- Data Science from Scratch by Joel Grus

3- Information Theory, Inference, and Learning Algorithms by David J.C. MacKay

4- Understanding Machine Learning:From Theory to Algorithmsc by Shai Shalev-Shwartz and Shai Ben-David (available online for free)

We start with Deep Learning by Ian Goodfellow and Yoshua Bengio