LearnUNI - Understanding the Mathematics Behind Generative Models

Understanding the Mathematics Behind Generative Models

Overview

Learning outcomes

Course content

Mathematical Foundations of Generative Models

Probability Theory and Statistics

Optimization Techniques in Machine Learning

Sampling Methods and Algorithms

Neural Networks and Their Mathematical Underpinnings

Course fee

Course Fee: GBP £100

Unlock access to all course materials, assessments, and our interactive online learning platform for just GBP £100. No hidden fees, no surprises—just one simple payment, made only when you successfully complete the course. Plus, enjoy lifetime access to the course content, ensuring you can revisit and refresh your knowledge anytime in the future.

Career Path

Key facts

Why this course

Frequently asked questions