el-ouard/The-Deep-Learning-with-PyTorch-Workshop

The Deep Learning with PyTorch Workshop

This is the repository for The Deep Learning with PyTorch 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 Jupyter on Windows, Mac, Linux
2. Install Anaconda on Windows, Mac, Linux
3. Install PyTorch on Windows, Mac, Linux

About The Deep Learning with PyTorch Workshop

Want to get to grips with one of the most popular machine learning libraries for deep learning? The Deep Learning with PyTorch Workshop will help you do just that, jumpstarting your knowledge of using PyTorch for deep learning even if you’re starting from scratch.

What you will learn

• Explore the different applications of deep learning
• Understand the PyTorch approach to building neural networks
• Create and train your very own perceptron using PyTorch
• Solve regression problems using artificial neural networks (ANNs)
• Handle computer vision problems with convolutional neural networks (CNNs)
• Perform language translation tasks using recurrent neural networks (RNNs)

Related Workshops

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

• The Python Workshop
• The Data Science Workshop
• The Applied SQL Data Analytics Workshop