The Deep Learning with Keras Workshop

This is the repository for The Deep Learning with Keras Workshop, published by Packt. It contains all the supporting project files necessary to work through the course from start to finish.

Requirements and Setup

To get started with the project files, you'll need to:

1. Install Python on Windows, Mac, Linux
2. Install Anaconda on Windows, Mac, Linux

About The Deep Learning with Keras Workshop

The Deep Learning with Keras Workshop outlines a simple and straightforward way for you to understand deep learning with Keras. Starting with basic concepts such as data preprocessing, this book equips you with all the tools and techniques required for training your neural networks to solve various modeling problems.

What you will learn

• Gain insights into the fundamentals of neural networks
• Understand the limitations of machine learning and how it differs from deep learning
• Build image classifiers with convolutional neural networks
• Evaluate, tweak, and improve your models with techniques such as cross-validation
• Create prediction models to detect data patterns and make predictions
• Improve model accuracy with L1, L2, and dropout regularization

Related Workshops

If you've found this repository useful, you might want to check out some of our other workshop titles:

• The Deep Learning Workshop
• The Deep Learning with PyTorch Workshop
• The Applied TensorFlow and Keras Workshop