Lec 01. Introduction to Deep Learning

1: Introduction to Neural Networks and Deep Learning; Training Deep NNs

Deep Learning Basics: Introduction and Overview

3: Deep Learning for Computer Vision – Building Convolutional Neural Networks from Scratch

5: Deep Learning for Natural Language – The Basics

PyTorch Tutorial

Lec 02. How to Train a Neural Net

Lec 08. Architectures: Transformers