• Part 1. Introduction

  • Slides

• Part 2. Preliminaries: Machine Learning and Optimization 1

  • Slides

• Part 3. Preliminaries: Machine Learning and Optimization 2

  • Slides

• Part 4. Latent Semantic Indexing

  • Slides

• Part 5. GloVe

  • Slides

• Part 6. Recurrent Neural Networks

  • Slides

Exercise Slides

• Part 1. NLP Basics

  • Slides

• Part 2. ML Basics

  • Slides

• Part 3. Backpropagation

  • Slides

• Part 4. Autoencoders

  • Slides