COMP0900: Intro to Deep Learning
Graduate course, University College London, Department of Computer Science, 2021
An introductory course on deep learning, starting from the machine learning fundamentals to at the end of the class have an understanding of the theoretical and practical aspects of deep learning
Topics covered:
- Machine Learning Basics
- Deep Feedforward Neural Networks
- Convolutional Neural Networks
- CV Applications
- Sequence Modelling
- NLP Applications
- Regularisation
- Evaluation
- Research Topics