Handbook Contents

• 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

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