JEPA4Japan · tutorials
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Learning paths

Tutorials

Structured, practical courses that move from a first program to confident independent work.
Course

Canvas Mastery Path

Start with a forgetful sheet of pixels and build a production-grade infinite-canvas editor that is replayable, testable, accessible, migratable, collaborative, and safe for AI-assisted changes.

modules
4 modules
lessons
18 lessons
estimated
72h estimated
18 of 18 lessons available
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Course

LeVJEPA: Let Video Be Its Own Teacher

A picture-first, evidence-conscious guide to learning video representations with one encoder, SIGReg, random token dropping, and block-causal attention.

modules
7 modules
lessons
34 lessons
estimated
18h estimated
34 of 34 lessons available
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Course

LeWorldModel: From Pixels to Imagination

A picture-first course about giving a robot a small rehearsal room, using it to choose actions, and catching it when its imagined world is wrong.

modules
10 modules
lessons
48 lessons
estimated
24h estimated
48 of 48 lessons available
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Course

Python, Step by Step

A picture-first path from your first Python program to reliable, production-ready tools.

modules
6 modules
lessons
24 lessons
estimated
24h estimated
24 of 24 lessons available
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