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Katharina Rasch

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AI on a Microbudget - Methods of Machine Learning MiniaturizationPyCon Italia 20242024-05-22
Shows concrete miniaturization recipes: reuse MobileNetV2 (3.5M parameters) via transfer learning to get a flower classifier with minutes of laptop training…
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Fundamentals of relational databasesPyCon DE & PyData Berlin 20222022-04-11
Explains the relational model as tables plus operations (projection, selection, join) and shows the database using Postgres tools: EXPLAIN, information_schema…
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What every data scientist should know about data anonymizationPyData Berlin 20162016-05-20
Numerical claims and concrete failures decide whether to watch: Netflix prize example shows ratings reidentification from two ratings plus dates; mobile-phone…
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