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Machine learning cookbook with Python : create ML and data analytics projects using some amazing open datasets / Rehan Guha.

By: Material type: TextTextPublisher: New Delhi : BPB Publications, 2020Edition: 1st editionDescription: 264 pages : illustrations ; 24 cmContent type:
  • text
Media type:
  • unmediated
Carrier type:
  • volume
ISBN:
  • 9789389898002
Subject(s): DDC classification:
  • 23 006.3 g.r.m.
Contents:
Summary: A cookbook-style guide featuring five practical projects using real datasets to teach machine learning pipelines, model tuning, classification, and data analysis with Python (NumPy, Pandas, scikit-learn). :contentReference[oaicite:1]{index=1}
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Holdings
Item type Current library Call number Copy number Status Date due Barcode Item holds
Books Books Media and mass communication Library B4 006.3 g.r.m C.1 Available MA0002257
Total holds: 0

Includes bibliographical references.

1. Boston Crime ‡ 2. World Happiness Report ‡ 3. Iris Species ‡ 4. Credit Card Fraud Detection ‡ 5. Heart Disease UCI.

A cookbook-style guide featuring five practical projects using real datasets to teach machine learning pipelines, model tuning, classification, and data analysis with Python (NumPy, Pandas, scikit-learn). :contentReference[oaicite:1]{index=1}

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