To Read Tutorials Framworks 1. Deep Learning in PyTorch An Unofficial Startup Guide. Deep Learning 1. Convolutional Neural Networks (CNNs / ConvNets) 2. Dimensionality Reduction using Restricted Boltzmann Machines 3. Deep Learning, NLP, and Representations 4. Restricted Boltzmann Machines (RBM) 5. A Beginner's Guide to Restricted Boltzmann Machines (RBMs) 6. Anyone Can Learn To Code an LSTM-RNN in Python (Part 1: RNN) 7. A Neural Network in 11 lines of Python (Part 1) 8. A Neural Network in 13 lines of Python (Part 2 - Gradient Descent) Math 1. A Programmer’s Intuition for Matrix Multiplication 2. The Matrix Calculus You Need For Deep Learning