AI Advent Calendar
AI & Machine Learning•Interactive
25 interactive daily lessons to master modern generative AI concepts
Curated Learning Pathway•9 Sequenced Milestones
Best Free AI Resources
Understand modern generative AI, neural networks, and LLM inference
Skip the generic fluff. Dive directly into interactive lessons, paper reading roadmaps, and systems engineering for LLMs and deep learning.
Recommended Progression Order
Follow from Step 1 through to the endStep 1 of 9Interactive
Step 2 of 9Course
Fast.ai
AI & Machine Learning•Course
Practical deep learning for coders from the top down
Step 3 of 9Platform
Fanout
AI & Machine Learning•Platform
Mapped technical learning across AI research, systems, and ML math
Step 4 of 9Interactive
TrenTorch
AI & Machine Learning•Interactive
Build machine learning frameworks from scratch by hand
Step 5 of 9Interactive
Learn Inference
AI & Machine Learning•Interactive
An interactive guide to serving generative AI models in production
Step 6 of 9Course
AI Engineering from Scratch
AI & Machine Learning•Course
Build production AI systems from first principles across 500+ free lessons
Step 7 of 9Interactive
Learn Kernels
AI & Machine Learning•Interactive
Interactive book on GPU kernels and inference performance traced to primary sources
Step 8 of 9Guide
Inference Engineering
AI & Machine Learning•Guide
Deep-dive technical guide to LLM inference optimization & runtime mechanics
Step 9 of 9Reference
AI Coding Dictionary
Programming & Development•Reference
Concise lexicon and conceptual guide for the AI programming era
Looking for more topics?
Explore other curated sequences or browse all 15 technical categories across Learnlists.
