- Introduction to the course
- Getting started with tools for Deep Learning
- Week 1 - What is deep learning?
- Week 2 - Principles of machine learning
- Week 3 - Artificial neural networks
- Week 4 - Preparation of text and speech for machine learning
- Week 5 - Lexical semantics and word embedding
- Week 6 - Recurrent networks
- Week 7 - Language modelling
- Week 8 - Sequence-to-sequence models
- Week 9 - Human-machine dialogue systems
- Week 10 - Deep learning and artificial intelligence
- Datasets available for machine learning
Word count: . Last modified: 14:27 30-Sep-2022.