Neural Networks To understand how neural network learns and works
Essence of linear algebra To understand what intuitively happen in vector space
Deep learning by IIT Madras foundation of deep learning math and motivation behind related research
Reinforcement Learning - Goal Oriented Intelligence To understand basic reinforcement Learning setup and algorithm
Deep Learning with PyTorch To learn coding of neural netwroks in pytorch