Detailed Learning Path · 2026

AI / ML Roadmap

// click topics to expand subtopics · check off as you go

7
PHASES
0
TOPICS
0
SUBTOPICS
0
COMPLETED
~20mo
ESTIMATED
SUBTOPIC PROGRESS
0%

📚 Essential Resources

3Blue1Brown
VIDEO · LINEAR ALGEBRA & CALCULUS
Khan Academy
FREE · MATH FOUNDATIONS
fast.ai
FREE COURSE · DEEP LEARNING
CS229 Stanford
FREE LECTURES · ML THEORY
Deep Learning Book
FREE BOOK · GOODFELLOW ET AL
Andrej Karpathy
VIDEO · NEURAL NETS FROM SCRATCH
Kaggle
PLATFORM · COMPETITIONS & DATASETS
Hugging Face
MODELS · DATASETS · SPACES
Papers With Code
RESEARCH + IMPLEMENTATIONS
StatQuest
VIDEO · STATS & ML INTUITION