One repo, one path: from calculus to autonomous agents. Every topic documented, linked, and updated as the field moves.
// learning-path.sys
SIX STAGES · SEQUENTIAL PROGRESSION · SCROLL TO TRACE THE PATH
stage-01.math
Foundations
The language everything else is written in — build it once, use it forever.
stage-02.ml
Core Concepts
Supervised and unsupervised learning, evaluation, and the classic algorithms.
stage-03.dl
Neural Systems
Neural networks from first principles through CNNs, RNNs, and transformers.
stage-04.genai
LLMs & Beyond
Large language models, prompting, retrieval, and fine-tuning in practice.
stage-05.agents
Autonomous Systems
Tool use, orchestration, memory, and multi-agent systems that act on their own.
stage-06.capstone
Applied Builds
End-to-end projects that pull every prior stage into one shipped system.