resources

A hand-picked list of the resources I keep coming back to — for learning to build software, getting into AI engineering, and staying current.

Learn AI / ML

DeepLearning.AI ↗ fast.ai ↗ Hugging Face LLM Course ↗ Google ML Crash Course ↗ Hugging Face Deep RL Course ↗ Kaggle Learn ↗

AI Engineering & LLMs

Anthropic Prompt Engineering ↗ Anthropic Cookbook ↗ OpenAI Cookbook ↗ LangChain Docs ↗ "A Year of Building with LLMs" (O'Reilly) ↗ Chip Huyen's Blog ↗

Developer fundamentals / CS

The Odin Project ↗ freeCodeCamp ↗ Harvard CS50x ↗ MDN Web Docs ↗ roadmap.sh ↗ Teach Yourself CS ↗ System Design Primer (GitHub) ↗

Practice & interview prep

LeetCode ↗ NeetCode ↗ Exercism ↗ Codewars ↗ Frontend Mentor ↗

Stay current

The Batch (Andrew Ng) ↗ Import AI ↗ Latent Space ↗ Simon Willison's Blog ↗ Lil'Log (Lilian Weng) ↗ TLDR Newsletter ↗ Hacker News ↗

Tools & references

Hugging Face ↗ Hugging Face Papers ↗ arXiv ↗ Kaggle ↗ DevDocs ↗

Missing something great? Send me a link →

0
wpm
100
% acc
0
s time
Bryl Lim
Home Shop Blog Gear Resources Collabs Consulting
Projects Experience Stack Certifications Recommendations Affiliations

Contact

bryllim@gmail.com