A hub for structured learning resources, online courses, and educational materials organized by subject.
My Learning Journey
- Study Plans — Dashboard of all study plans and progress trackers by year
Mathematics & Logic
- Game Theory — strategic decision-making and competitive interactions
- Mathematics for Intuition — Building mathematical thinking through accessible books: biography, popular mathematics, and applied concepts rather than calculations
Science
Technology & Programming
AI & Machine Learning
- AI Engineer — Production AI systems: building, deploying, and scaling AI agents and LLMs in production
- Large Language Models Explained Briefly — 3Blue1Brown’s accessible explanation of LLM fundamentals: transformers, attention mechanisms, and what makes large language models work
- Machine Learning: How Did We Get Here? — Historical foundations and evolution of machine learning: understanding the conceptual and technical developments that created modern ML
- Stanford LLM Fundamentals Course (9 Lectures) — Free comprehensive course covering transformers, LLMs, training, tuning, reasoning, agentic systems, and evaluation. Lectures 7 (Agentic LLMs) and 8 (LLM Evaluation) emphasize enterprise architecture decisions
- MIT 9-Lecture Series on GenAI + LLMs — Comprehensive introduction to generative AI and large language models by Rickard Brüel Gabrielsson
- Andrew Ng’s Bite-Sized Courses — Practical courses on machine learning and AI fundamentals, designed for rapid skill acquisition
- HuggingFace Learn — Free courses on NLP, transformers, and diffusion models with hands-on examples
- OpenAI Cookbook — Real production patterns and examples for building with language models
- Karpathy Zero to Hero — Build a GPT from scratch: implementing backprop, tokenization, and attention mechanisms
- Fast.ai — Practical deep learning for coders without requiring a PhD; top-down approach to learning
- Stanford CS336: Language Modeling from Scratch I 2025 — Building language models from first principles: data preprocessing, scaling laws, evaluation, and reasoning
Networking & Security
- Computer Systems Security (MIT 6.566) — Systems security covering isolation, cryptography, authentication, and modern threats (instructor: Nickolai Zeldovich)
- Network Packet Analysis — Practical packet analysis with Wireshark: capture, filtering, and protocol inspection for troubleshooting and security analysis
Philosophy & Humanities
- Free Humanities Education on YouTube — Curated collection of 40+ free courses: literature (Yale, Harvard), philosophy (Yale, MIT, Berkeley), history (Yale, Columbia), arts (music, film, art history), and critical reasoning (Oxford)
- Learning MIT’s Entire Philosophy Degree — Meaghan Green’s self-directed project completing MIT’s full undergraduate philosophy major (11 courses) using OpenCourseWare: theory of knowledge, logic, philosophy of language, ethics, and more
- 10 Free Philosophy Courses — Meaghan Green’s curated beginner-friendly philosophy courses: logic (Oxford, Carnegie Mellon), classical texts (MIT, Edinburgh), philosophy of mind (Open University), ethics and metaphysics (Yale)
Literature
- Classics Reading Plan - 12 Months — Year-long structured introduction to classic literature, progressing from beginner-friendly to advanced works with monthly selection and reflection questions
Economics & Finance
- World Poverty — poverty, development economics, and evidence-based solutions