Kumar Big Data and Analytics

The key concepts and practical applications of big data analytics (English Edition)
1. Auflage 2024
ISBN: 978-93-5551-617-6
Verlag: De Gruyter
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, 232 Seiten

Big data and analytics is an indispensable guide that navigates the complex data management and analysis. This comprehensive book covers the core principles, processes, and tools, ensuring readers grasp the essentials and progress to advanced applications. It will help you understand the different analysis types like descriptive, predictive, and prescriptive. Learn about NoSQL databases and their benefits over SQL. The book centers on Hadoop, explaining its features, versions, and main components like HDFS (storage) and MapReduce (processing). Explore MapReduce and YARN for efficient data processing. Gain insights into MongoDB and Hive, popular tools in the big data landscape.

WHAT YOU WILL LEARN

• Grasp big data fundamentals and applications.
• Master descriptive, predictive, and prescriptive analytics.
• Understand HDFS, MapReduce, YARN, and their functionalities.
• Explore data storage, retrieval, and manipulation in a NoSQL database.
• Gain practical insights and apply them to real-world scenarios.

WHO THIS BOOK IS FOR

This book caters to a diverse audience, including data professionals, analysts, IT managers, and business intelligence practitioners.

TABLE OF CONTENTS

1. Introduction to Big Data
2. Big Data Analytics
3. Introduction of NoSQL
4. Introduction to Hadoop
5. Map Reduce
6. Introduction to MongoDB

Autoren/Hrsg.

Kumar, Dr. Jugnesh

Kumar, Jugnesh

Kumar, Dr. Anubhav

Kumar, Anubhav

Kumar, Dr. Rinku

Kumar, Rinku

Fachgebiete

• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Data Mining
• Mathematik | Informatik EDV | Informatik Business Application Unternehmenssoftware