LLM Foundations
LLM Foundations, an Email-Based Course
Understand how LLMs actually work in just 5 days, at your own pace, without drowning in theory and academic papers.
Do you want to really understand how LLMs work "under the hood" from concepts to code?
Everyone drives cars, but how many people really know how the engine works?
Whether you're looking to nail AI Engineer interviews or lead an entire AI Engineering team, positioning yourself as the LLM expert in your context is just five days away.
Day 1 - Transformers: Attention Is NOT All You Need, but what else?
Day 2 - Attention: Are LLMs magical, or do they just pay attention?
Day 3 - Embeddings: Layers, models, representations, or all of the above?
Day 4 - Training: Let's train a GPT from scratch! Loss is the key.
Day 5 - Inference: Understand how transformers predict the next token.