felixFELIX
forlearnai
OPEN SOURCE · MIT · ~290H
felix

LEARN AI.BUILD IT. SHIP IT.

260+ lessons across 20 phases. From linear algebra to autonomous agent swarms. Python, TypeScript, Rust, Julia.

0+
LESSONS
20
PHASES
4
LANGUAGES
0
DONE
▶ EXPLORE PHASES⭐ STAR ON GITHUB
▸MATH FOUNDATIONS▸DEEP LEARNING▸TRANSFORMERS▸LLMS FROM SCRATCH▸AGENT ENGINEERING▸MULTI-AGENT SWARMS▸PRODUCTION AI▸COMPUTER VISION▸NLP▸REINFORCEMENT LEARNING▸GENERATIVE AI▸SPEECH & AUDIO▸ETHICS▸MATH FOUNDATIONS▸DEEP LEARNING▸TRANSFORMERS▸LLMS FROM SCRATCH▸AGENT ENGINEERING▸MULTI-AGENT SWARMS▸PRODUCTION AI▸COMPUTER VISION▸NLP▸REINFORCEMENT LEARNING▸GENERATIVE AI▸SPEECH & AUDIO▸ETHICS
THE 20 PHASES
CLICK TO EXPLORE →
WHY THIS COURSE
⚙
Build, don't import
Implement every algorithm from raw math. You write the backprop, the tokenizer, the attention.
⌨
Real code, real projects
Python, TypeScript, Rust, Julia. Every lesson has runnable code. No slides, no theory-only.
✦
Ship something reusable
Each lesson produces a prompt, skill, agent, or MCP server. Your toolkit grows every phase.
◎
Free & open source
MIT licensed. Clone it, fork it, learn at your own pace. No paywall, no gatekeeping.
ROADMAP
overall progress — 0/303 lessons
00Setup & Tooling
01Math Foundations
02ML Fundamentals
03Deep Learning Core
04Computer Vision
05NLP: Foundations to Advanced
06Speech & Audio
07Transformers Deep Dive
08Generative AI
09Reinforcement Learning
10LLMs from Scratch
11LLM Engineering
12Multimodal AI
13Tools & Protocols
14Agent Engineering
15Autonomous Systems
16Multi-Agent & Swarms
17Infrastructure & Production
18Ethics, Safety & Alignment
19Capstone Projects
START BUILDING

Everything is open source and free. No account required.

git clone https://github.com/cookie-may/felixforlearnai
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