Reproducible Deep Learning Training
An experiment you cannot repeat is an anecdote, not a result.
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Designing Maintainable Data Workflows
How to structure a data job so its inputs are visible, its effects are local, and changes can be checked: dependency injection, contract tests, configuration precedence and validation, and effective-configuration records.