What You'll Learn
Requirements
- No prior experience required — suitable for intermediate level learners
- A computer or laptop with internet access
- Willingness to learn and practise the concepts covered
Description
Go beyond using generative AI tools to understanding — and building — the models that power them.
Covers the theory and implementation of large language models and diffusion-based image generation.
You will train a small language model and a simple diffusion model from scratch as capstone projects.
Frequently Asked Questions
Is this course very mathematical?
Some linear algebra and probability is used, but explained intuitively throughout.
What will I build?
A small-scale language model and a basic image diffusion model.
Your Instructor
Student Reviews
Very well explained and paced nicely. A couple of sections felt slightly rushed but overall excellent value.
Good introduction to the topic. Some prior knowledge would help you get more out of the advanced sections.
Very well explained and paced nicely. A couple of sections felt slightly rushed but overall excellent value.
One of the best courses I've taken on this platform. Well structured, practical, and genuinely engaging.
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