Year 4 Study Hub: Quantum, IR, Machine Learning and DevOps notes
Year 4 study notes

Year 4 Study Hub

Four courses, explained from the first idea to the final formula, with demos you can run in the page. Pick one to start.

Quantum Computing

From Bits to Shor

|0⟩|0⟩ H 0011 50%50%

From "what even is a qubit?" to the algorithm that could break internet encryption. No physics background needed.

Open Quantum Computing →
Information Retrieval

From Substring to NDCG

pythonphnomcat d04 d05 d18 d01 d12 d29 d16

Start with the simplest search there is, watch it fail, and fix each failure until you can prove which ranker is better, then crawl the web for documents of your own.

Open Information Retrieval →
Machine Learning

From Rules to Recall

Start with why rules aren't enough, fit your first line, then learn how to tell a model that works from one that only looks like it does.

Open Machine Learning →
DevOps

From Commit to Container

commit lint ✓ test ✓ deploy

Follow one change from your editor through Git, CI, tests and a Docker container, then out into a system of microservices, with the real commands at every step.

Open DevOps →

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