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Structured tracks that read like a book. Each lesson explains the layer below, then ends with something you ship. New here? Start here.
Learn what a database does with your query, from bytes on disk to window functions, then write SQL that stays fast.
SHIPSA set of tested queries over a real shop dataset, plus a mental model of the plan behind each one.
The Python you need for data work, explained through what each structure costs in memory and time.
SHIPSA small, streaming, idempotent loader that reads events, drops duplicates and writes column-shaped output.
Go from installing Claude Code to running it in CI, one working feature per lesson, following the 20-video series.
SHIPSA real repo set up with CLAUDE.md, permissions, hooks, a custom subagent, an MCP server and a headless CI job.
The ideas under every data and AI system, from bits to agents, in the order the book builds them.
SHIPSA tiny end-to-end system you wrote yourself, a log-backed store with an index, a query engine, a pipeline and a retrieval agent on top.