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Labs 1-3: CNNs, Transformers, PyTorch Lightning

By Charles Frye. Published August 10, 2022.

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:

Notebook Link
Lab 01: Deep Neural Networks in PyTorch Open In Colab
Lab 02a: PyTorch Lightning Open In Colab
Lab 02b: Training a CNN on Synthetic Handwriting Data Open In Colab
Lab 03: Transformers and Paragraphs Open In Colab