Labs 1-3: CNNs, Transformers, PyTorch Lightning
This first set of "review" labs covers deep learning fundamentals and introduces some of the core libraries we will use.
While we recommend you read through all of these labs, we recommend only completing the exercises for the labs that are of most interest to you.
Click the badges below to access individual lab notebooks on Colab:
|Lab 01: Deep Neural Networks in PyTorch|
|Lab 02a: PyTorch Lightning|
|Lab 02b: Training a CNN on Synthetic Handwriting Data|
|Lab 03: Transformers and Paragraphs|