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Steven Lott

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Unlearning SQLPyCon US 20252025-05-16
Claim: treat SQL as a design language and implement Select/From/Where/GroupBy/Having pipelines in Python to avoid database overheads for transient data…
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Type Hints: Putting more Buzz in your FizzPyCon US 20202020-04-15
Shows concrete results: runs mypy and tox, annotates an over‑engineered fizzbuzz implementation, and fixes a real mismatch where returns mix strings and ints…
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Keynote: A Sailor's View of Python And the idea of "Defensive Programming"PyData DC 20182018-11-16
Argues that reliable Python systems need explicit design envelopes, detection, and practiced recovery not vague best practices, citing a midnight diesel leak…
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Five Kinds of Python FunctionsPyData DC 20182018-11-16
Defines five concrete function forms and shows what each actually buys: plain defs for single-expression returns, higher-order map chains are lazy with…
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Avoiding Bad Database Surprises: Simulation and ScalabilityPyData DC 20182018-11-16
Argues that prevention is possible by simulate early and simulate often, using Python to build a tiny processing nucleus, a JSON Schema–driven generator of…
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NoSQL doesn't mean No SchemaPyData DC 20162016-10-07
Claim: NoSQL still has a schema and it belongs in code. Uses Python plus the jsonschema validator and BSON (Pongo) to embed a JSON Schema dictionary in a model…
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The Five Kinds of Python FunctionsPyData DC 20162016-10-07
Clear claims and runnable code: five concrete function types are demonstrated with working examples — diesel-engine RPM case study (a naive model then a fitted…
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