Beginning Apache Spark 2 With Resilient Distributed Datasets, Spark SQL, Structured Streaming and Spark Machine Learning library /

• Main Author: Luu, Hien (Author, http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berkeley, CA : Apress : Imprint: Apress, 2018.
• Edition: 1st ed. 2018.
• Subjects: Big data.; Java (Computer program language).; Data mining.; Open source software.; Computer programming.; Big Data.; Java.; Data Mining and Knowledge Discovery.; Open Source.

Develop applications for the big data landscape with Spark and Hadoop. This book also explains the role of Spark in developing scalable machine learning and analytics applications with Cloud technologies. Beginning Apache Spark 2 gives you an introduction to Apache Spark and shows you how to work wi...

Table of Contents:

• 1. Introduction to Apache Spark
• 2. Working with Apache Spark
• 3. Resilient Distributed Dataset
• 4. Spark SQL - Foundation
• 5. Spark SQL - Advanced
• 6. Spark Streaming
• 7. Spark Streaming Advanced
• 8. Machine Learning with Spark.