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Python machine learning projects : learn how to build machine learning projects from scratch / Deepali R. Vora and Gresha S. Bhatia.

By: Contributor(s): Material type: TextTextPublisher: New Delhi : BPB Publications, 2023Edition: 1st editionDescription: 260 pages : illustrations ; 24 cmContent type:
  • text
Media type:
  • unmediated
Carrier type:
  • volume
ISBN:
  • 9789389898262
Subject(s): DDC classification:
  • 23 005.133 v.d.p.
Contents:
1. Introduction to ML ‡ 2. Python Basics for ML ‡ 3. An Overview of ML Algorithms ‡ 4. Case Studies and Projects in Machine Learning ‡ 5. Optimization in ML Algorithms.
Summary: A beginner-friendly guide to building real-world machine learning projects from scratch, covering algorithms, text analysis, image processing, recommendation systems, social media analytics, and optimization techniques. Includes practical case studies and exercises. :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 A4 005.133 v.d.p C.1 Available MA0002260
Total holds: 0

Includes bibliographical references.

1. Introduction to ML ‡ 2. Python Basics for ML ‡ 3. An Overview of ML Algorithms ‡ 4. Case Studies and Projects in Machine Learning ‡ 5. Optimization in ML Algorithms.

A beginner-friendly guide to building real-world machine learning projects from scratch, covering algorithms, text analysis, image processing, recommendation systems, social media analytics, and optimization techniques. Includes practical case studies and exercises. :contentReference[oaicite:1]{index=1}

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