Full curriculum map
Browse anytime — but the Learn tab is your day-to-day coach.
Hands-on labs
Play first — then return to Learn for the week’s videos.
Vector lab
Drag tips of a and b. Watch dot product, cosine, and projection update.
Dot product—
Cosine—
Angle—
Gradient descent
Minimize loss by stepping downhill. Learning rate too high = overshoot.
w—
Loss—
Steps—
Flashcards
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Question
Answer
Focus timer
One block. Then tick a Learn task.
25:00
Free materials
Use these when the coach links you here — don’t binge-browse.
Session notes
Autosaves here. After each session: one sentence · confusion · what you built · analogy · next goal.