cm3015 Topic 07: Neural Networks and Deep Learning

Main Info

• Title: Introduction to Neural Networks and Deep Learning

• Teachers: Tim Blackwell

• Semester Taken: October 2021

• Parent Module: cm3015 Machine Learning and Neural Networks

Description

This first module sets the scene: what deep learning is and its relationship to neural networks and artificial intelligence. We also look at the history of deep learning and speculate about its future.

Key Reading

Chollet: Chapter O1: What is Deep Learning?

Lecture Summaries

The lectures are based so closely on Chollet’s book that it doesn’t make sense to note them separately. Here the lectures review the key reading (chapter 1).