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python-deep-learning's Introduction

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. Loss funtion and back propagation

Chapter11. Regularization

Chapter12. Convolutional neural networks

Chapter13. Residual networks

Chapter14. Semantic segmentation

Chapter15. Object detection

Chapter16. Face recognition

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