Practical Machine Learning with Spark: Uncover Apache Spark’s Scalable Performance with High-Quality Algorithms
Gourav Gupta, Dr. Manish Gupta, Dr. Inder Singh GuptaWho this book is for
This book is valuable for data engineers, machine learning engineers, data scientists, data architects, business analysts, and technical consultants worldwide. It would be beneficial to have some familiarity with the fundamentals of Hadoop and Python.
Table of 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 Distributed Framework
9. Deep Learning with Spark
10. Computer Vision with Apache Spark
Kategoriler:
Yıl:
2022
Yayımcı:
BPB Publications
Dil:
english
Sayfalar:
545
ISBN 10:
9391392083
ISBN 13:
9789391392086
Dosya:
PDF, 18.04 MB
IPFS:
,
english, 2022