Building Neural Networks with Python

This chatper provides introductions and tutorial on building neural networks with Python. Topics include installing Python on macOS; using NumPy library for matrix operations; using SciPy Library for mathematical functions.

Python Environment on macOS

NumPy - Python Library for Matrix operations

SciPy - Python Library for Mathematical Functions

Takeaways:

Table of Contents

 About This Book

 Deep Playground for Classical Neural Networks

Building Neural Networks with Python

 Simple Example of Neural Networks

 TensorFlow - Machine Learning Platform

 PyTorch - Machine Learning Platform

 CNN (Convolutional Neural Network)

 RNN (Recurrent Neural Network)

 GNN (Graph Neural Network)

 References

 Full Version in PDF/EPUB