Understanding the Mathematics Behind Generative Models

Overview

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Learning outcomes

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Course content

1

Mathematical Foundations of Generative Models

2

Probability Theory and Statistics

3

Optimization Techniques in Machine Learning

4

Sampling Methods and Algorithms

5

Neural Networks and Their Mathematical Underpinnings

Course fee

Course Fee: GBP £100

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