Bibliograph

Learning Spark, Holden Karau, Andy Konwinski, Patrick Wendell, and Matei Zaharia

Type

Label

Learning Spark, Holden Karau, Andy Konwinski, Patrick Wendell, and Matei Zaharia

Language

eng

Illustrations

illustrations

Index

index present

Literary Form

non fiction

Main title

Learning Spark

Oclc number

844872440

Responsibility statement

Holden Karau, Andy Konwinski, Patrick Wendell, and Matei Zaharia

Summary

This book introduces Apache Spark, the open source cluster computing system that makes data analytics fast to write and fast to run. You'll learn how to express parallel jobs with just a few lines of code, and cover applications from simple batch jobs to stream processing and machine learning

Table Of Contents

Introduction to data analysis with Spark -- Downloading Spark and getting started -- Programming with RDDs -- Working with key/value pairs -- Loading and saving your data -- Advanced Spark programming -- Running on a cluster -- Tuning and debugging Spark -- Spark SQL -- Spark streaming -- Machine learning with MLlib

Classification