/The-Deep-Learning-Workshop

Primary LanguageJupyter Notebook

The-Deep-Learning-Workshop

A New, Interactive Approach to Understanding Deep Learning

This is the repository for The Deep Learning 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:

  • Install Jupyter on Windows, Mac, Linux
  • Install Python on Windows, Mac, Linux
  • Install TensorFlow 2.0 on Windows, Mac, Linux

About The Deep Learning Workshop

What You Will Learn

  • Get an overview of the building blocks of deep learning
  • Develop multilayer deep neural networks with TensorFlow
  • Explore CNNs and their use in building an image identification model · Learn the popular deep learning-based approaches for word embeddings
  • Use deep learning approaches to leverage data sequences in applications · Implement and compare the performance of Recurrent Neural Network (RNN), Long Short-Term Memory (LSTM), and Gated Recurring Unit (GRU) models