Generative AI & Large Language Models
How large language models really work — and how to build reliable products on top of them.
Python is the language of automation, data and AI. Instead of memorizing syntax, build an accurate mental model of how Python executes code — names, objects, frames and data structures — so you can write programs you understand and debug them with confidence.
None. Install a recent version of Python 3 to follow along with the examples.
How large language models really work — and how to build reliable products on top of them.
Real intuition for how machines learn from data — models, loss, gradients and generalization.
Neural networks from the ground up — neurons, backpropagation, optimizers and the techniques that make deep models train.
We can combine Python Programming with other courses into a learning path built around your team’s roles and goals.