Slides

Author

Mark Andrews

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Introduction

Deep Learning and Artificial Neural Networks

Day One

Session One: Introduction to Artificial Neural Networks

Session Two: Training Neural Networks

Session Three: Multilayer Perceptrons with PyTorch

Day Two

Session One: Convolutional Neural Networks

Session Two: Language Models and Transformers

Session Three: Training a Language Model and Pretrained Transformers

Extra Topics

Attention Mechanism Fundamentals