AI Courses and Websites

Courses

Practical Deep Learning A great course for beinners looking to understand the basics of machine learning and AI. This course is run by Jeremy Howard from the University of Queensland. The course contains a series of lecture videos and associated Jupyter Notebook coding activities. There is also a book which can be purchased or viewed for free on Github - FastAI Fastbook.

University of Amsterdam Deep Learning Course A collection of tutorials and notebooks used as part of the University of Amsterdam Deep Learning course syllabus. This course provides great resources for Pytorch and JAX+Flax programming as well as many AI model architectures. There are also some sections about training models at scale.

LLM Course This GitHub repository contains notebooks that make up an LLM course. The course covers quantisation, fine tuning, model merging, model evaluation and more!

Blogs

Maxime Labonne Blog Maxime is a Senior Staff Machine Learning Scientist at Liquid AI. His blog contrains some informative posts in the area of LLM reserach.