Paths
Sequenced courses with a single track view. One path is live; the rest are in the pipeline.
Python syntax and tooling, then NumPy arrays, then Pandas tables — the stack every ML course assumes.
A guided path from programming basics to your first model.
This path is not available yet — we'll ship it in a future update.
Classical ML, evaluation, and production-grade iteration habits.
This path is not available yet — we'll ship it in a future update.
From tensors to training loops and modern architectures.
This path is not available yet — we'll ship it in a future update.
Build with foundation models, diffusion, and app patterns.
This path is not available yet — we'll ship it in a future update.
Learn to read papers critically and build a personal reading list.
This path is not available yet — we'll ship it in a future update.
The full path from model to shipped product: APIs, data, and ops.
This path is not available yet — we'll ship it in a future update.