Advanced Block I

In this course, you will get introduced to PyTorch and how to properly use it. You will learn how to create a Dataset that you will then use to feed to your neural network.

Requirements:

• basic (better: advanced) programming skills in Python

• basic understanding of what a neural network is (Check out the video linked here).

We will create some toy examples using the famous MNIST dataset that should help you build more advanced networks in the future.

What we will cover: Create your own dataset, create your first neural network using your dataset, train your neural network. We will also cover things like loss-functions, learning rates and optimization functions.