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Deep Neural Networks Lectures

Lectures

Image of Introduction

Week 1: Introduction

2022-01-20

Image of Generalization and Neural Networks

Week 1: Generalization and Neural Networks

2022-01-25

Image of More Generalisation and Automatic Differentiation

Week 2: More Generalisation and Automatic Differentiation

2022-01-27

Image of Stochastic Optimization

Week 2: Stochastic Optimization

2022-02-01

Image of Hardware Ecosystem

Week 3: Hardware Ecosystem

2022-02-03

Image of Summary of Fundamentals

Week 3: Summary of Fundamentals

2022-02-08

Image of Convolutional in Neural Networks

Week 4: Convolutional in Neural Networks

2022-02-10

Image of Recurrent Neural Networks

Week 4: Recurrent Neural Networks

2022-02-15

Image of Transformers

Week 5: Transformers

2022-02-17

Image of Q and A Session

Week 6: Q and A Session

2022-02-24

Image of Representation and Transfer Learning

Week 6: Representation and Transfer Learning

2022-03-01