Building neural networks from scratch in Python with NumPy is one of the most effective ways to internalize deep learning fundamentals. By coding forward and backward propagation yourself, you see how ...

A fun and interactive game where the player competes against the computer in a variation of Rock-Paper-Scissors. Each chapter contains problem sets to test your understanding and to practice coding.