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Pragmatic machine learning with Python : learn how to deploy machine learning models in production / Avishek Nag.

By: Material type: TextTextPublisher: New Delhi : BPB Publications, 2020Edition: 1st editionDescription: 316 pages : illustrations ; 24 cmContent type:
  • text
Media type:
  • unmediated
Carrier type:
  • volume
ISBN:
  • 9789389845365
Subject(s): DDC classification:
  • 23 006..3 n.a.p.
Contents:
Summary: Balanced guide combining mathematical foundations with practical Python implementations. Covers supervised and unsupervised techniques, deep learning, text analytics, and strategies to deploy models in production-grade systems with PMML. ([Google Books, BPB Online, AbeBooks] :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 n.a.p C.1 Available MA0002258
Total holds: 0

Includes bibliographical references.

1. Introduction to ML & mathematical preliminaries ‡ 2. Classification ‡ 3. Regression ‡ 4. Clustering ‡ 5. Deep learning & neural networks ‡ 6. Miscellaneous unsupervised learning ‡ 7. Text mining ‡ 8. Machine learning models in production ‡ 9. Case studies & data science storytelling.

Balanced guide combining mathematical foundations with practical Python implementations. Covers supervised and unsupervised techniques, deep learning, text analytics, and strategies to deploy models in production-grade systems with PMML. ([Google Books, BPB Online, AbeBooks] :contentReference[oaicite:1]{index=1})

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