**Neural Network Tutorials - Herong's Tutorial Examples** - 1.20, by Dr. Herong Yang

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.

Takeaways:

- Python 3 has more public libraries available for building neural network models than Python 2.
- NumPy is widely used by Python users for matrix operations required in neural network models.
- SciPy is widely used by Python users for mathematical functions required in neural network models.

Table of Contents

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)