README.md

The TensorFlow Workshop

This is the repository for The TensorFlow 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 Anaconda
2. Create a virtual environment using the environment.yml file provided here.

About The TensorFlow Workshop

The TensorFlow Workshop teaches you how to build deep learning models from scratch using real world datasets with the Tensorflow framework. You will gain the knowledge to process a variety of data types, including tabular data that includes numbers and text, sequential data such as financial data, and images.

What You Will learn

• Get friendly with various mathematical operations of TensorFlow
• Pre-process a wide variety of data such as tabular, sequential, and images
• Understand the purpose and usage of various deep learning layers
• Perform hyperparameter tuning to prevent overfitting of training data
• Use pre-trained models to speed up the development of learning models
• Generate new data based on existing patterns using generative models

Related Workshops and Books

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

• Data Science Projects with Python
• The Python Workshop
• Data Science for Marketing Analytics, Second Edition