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Christian Staudt

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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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The Python Ecosystem for Data Science: A Guided TourPyCon.DE 20172017-10-25
Survey of specific libraries and workflows: NumPy pushes loops into C and yields an order-of-magnitude speedup; pandas does labeled tabular joins so a one-line…
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