Simple Example of Neural Networks

This chapter provides a simple example of Neural Networks. Topics include introduction to MNIST database; 'Make Your Own Neural Network' tutorial code by Tariq Rashi.

What Is The MNIST Database

"Make Your Own Neural Network" in Python

Walk-Through on Tariq's Code

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

 Gradio - ML Demo Platform

 CNN (Convolutional Neural Network)

 RNN (Recurrent Neural Network)

 GNN (Graph Neural Network)

 GAN (Generative Adversarial Network)

 Performance Evaluation Metrics

 References

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