Your study plan

A structured curriculum across the whole site, deliberately interleaved: ML theory → Coding → Distributed systems → DL → Concurrency → Transformers → ML coding → ... Consecutive modules switch tracks so your brain has to load context every session — cognitive-science research (Rohrer & Pashler) shows this beats blocking by topic for long-term retention.

Read the chapter → take the test → get a verdict. Pass (≥80%) and the module schedules itself for review in 14 days. Partial (50–79%) resurfaces in 3 days. Fail (<50%) comes back tomorrow. Master modules accumulate longer intervals: 14 → 30 → 60 → 120 → 240 days.