Learn how gradient descent really works by building it step by step in Python. No libraries, no shortcuts—just pure math and ...
Learn how to implement the Adadelta optimization algorithm from scratch in Python. This tutorial explains the math behind ...
So far, running LLMs has required a large amount of computing resources, mainly GPUs. Running locally, a simple prompt with a typical LLM takes on an average Mac ...
This notebook repository now has a companion website, where all the course material can be found in video and textual format. To be able to follow the exercises, you are going to need a laptop with ...