Practical machine learning with Spark : uncover Apache Spark’s scalable performance with high‑quality algorithms across NLP, computer vision and machine learning /

Gupta, Gourav,

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. - 1st edition. - 474 pages : illustrations ; 24 cm.

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.


9789391392086


Machine learning--Distributed processing.

006.3 / g.g.p.