CAB420 - Machine Learning
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Lecture notes download:
Exam notes download:
This repository provides lecture notes and exam notes for CAB420 - Machine Learning.
The contents of the lecture notes are described below.
Introduction
Linear Regression
Regularisation
Classification
Feedforward Neural Networks
Training Neural Networks
Optimisation Algorithms and Regularisation
Convolutional Neural Networks
Clustering
Dimensionality Reduction
Autoencoders
Sequences and Attention Mechanisms
Numerical Summaries of Data
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