OxML2020 / practicals

Practicals

Practical material for the Oxford Machine Learning Summer School 2020 (https://oxfordml.school).

Deep Learning 101

1. Introduction to Neural Networks:
2. Introduction to Convolutional Neural Networks:
3. Pretrained Network Demo: .

Natural Language Processing

1. Sequence Models

Reinforcement Learning

1. Introduction to RL and Bandit
2. Introduction to TD, Q-Learning and SARSA

Computer Vision

1. Representational Learning
2. Representational Learning (Solution Notebook)