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Practical machine learning with Spark : uncover Apache Spark’s scalable performance with high‑quality algorithms across NLP, computer vision and machine learning / Gourav Gupta, Manish Gupta, Inder Singh Gupta.

By: Contributor(s): Material type: TextTextPublisher: New Delhi : BPB Publications, 2022Edition: 1st editionDescription: 474 pages : illustrations ; 24 cmContent type:
  • text
Media type:
  • unmediated
Carrier type:
  • volume
ISBN:
  • 9789391392086
Subject(s): DDC classification:
  • 23 006.3 g.g.p.
Contents:
1. Introduction to Machine Learning ‡ 2. Apache Spark Environment Setup and Configuration ‡ 3. Apache Spark ‡ 4. Apache Spark MLlib ‡ 5. Supervised Learning with Spark ‡ 6. Un‑Supervised Learning with Apache Spark ‡ 7. Natural Language Processing with Apache Spark ‡ 8. Recommendation Engine with Spark ‡ 9. Deep Learning with Spark ‡ 10. Computer Vision with Apache Spark.
Summary: Provides a practical introduction to NS2 network simulator, including TCL scripting, protocol implementation, and wired and wireless network examples, aimed at students and researchers in network simulation and computer networks.
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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.g.p C.1 Available MA0002548
Total holds: 0

Includes bibliographical references.

1. Introduction to Machine Learning ‡ 2. Apache Spark Environment Setup and Configuration ‡ 3. Apache Spark ‡ 4. Apache Spark MLlib ‡ 5. Supervised Learning with Spark ‡ 6. Un‑Supervised Learning with Apache Spark ‡ 7. Natural Language Processing with Apache Spark ‡ 8. Recommendation Engine with Spark ‡ 9. Deep Learning with Spark ‡ 10. Computer Vision with Apache Spark.

Provides a practical introduction to NS2 network simulator, including TCL scripting, protocol implementation, and wired and wireless network examples, aimed at students and researchers in network simulation and computer networks.

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