Dashboard
Structured as Discipline → Domain → Pillar → Track → Module: theory you can step through, computations you can touch, and graded practice — all computed live by the shared tlab_compute package.
Advance with structure
Start your learning journey
Step through theory you can touch, practice on graded exercises, and watch your mastery map grow — module by module.
Explore the curriculumExplore
Data Science & AI4 domains · 16 pillars · 165 live modules
Beginner Python2 domains · 4 pillars · 19 live modules
Advanced Python5 domains · 12 pillars · 49 live modules
French for Adults6 domains · 8 pillars · 166 live modules
Mathematicsplanned
Galois Theory · Monte Carlo Theory
Astronomyplanned
Celestial Mechanics · Planetary Positioning & Movement
Creative Writingplanned
Scenario · Plot · Dialogue · Characters
Runs in parallel with the Streamlit app during the migration — both serve the same shared compute, so numbers never drift.