python-deep-learning
Python tutorial and deep learning fundamental
Chapter01. Introduction and installation
Chapter02. Basic grammar and variables
Chapter03. Lists and dictionaries
Chapter04. Tuples and files
Chapter05. Tests and loops
Chapter06. Functions and modules
Chapter07. Classes and OOP
Chapter08. Numpy and matplotlib
Chapter09. Perceptron and neural networks
Chapter10. Neural network learning
Chapter11. Back propagation algorithm
Chapter12. Optimization and regularization
Chapter13. Convolutional neural networks
Chapter14. Deep convolutional models
Chapter15. Object detection
Chapter16. Semantic segmentation