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Machine Learning with Python Cookbook / Kyle Gallatin : practical solutions from preprocessing to deep learning

By: Contributor(s): Language: English Publication details: c2023 Sebastopol O'Reilly MediaEdition: 2nd edDescription: xiv, 398 p. ill. 23 cmISBN:
  • 9789355424334
Subject(s): DDC classification:
  • 006.31 GAL
Summary: This practical guide provides more than 200 self-contained recipes to help you solve machine learning challenges you may encounter in your work. If you're comfortable with Python and its libraries, including pandas and scikit-learn, you'll be able to address specific problems, from loading data to training models and leveraging neural networks. Each recipe in this updated edition includes code that you can copy, paste, and run with a toy dataset to ensure that it works.
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This practical guide provides more than 200 self-contained recipes to help you solve machine learning challenges you may encounter in your work. If you're comfortable with Python and its libraries, including pandas and scikit-learn, you'll be able to address specific problems, from loading data to training models and leveraging neural networks. Each recipe in this updated edition includes code that you can copy, paste, and run with a toy dataset to ensure that it works.

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