Learning Spark

• Main Authors: Karau, Holden (Author), Konwinski, Andy (Author), Wendell, Patrick (Author), Zaharia, Matei (Author)
• Format: Book
• Language: English
• Published: Sebastopol : O'Reilly, 2015
• Edition: First edition
• Subjects: Apache (software); big data; zpracování dat; analýza dat; dolování dat; učící se systémy; Apache (computer file); data processing; data analysis; data mining; learning systems; Spark (software) > Apache Spark (software); příručky; handbooks, manuals, etc
• ISBN: 9781449358624
• Physical Description: xvi, 256 stran : ilustrace ; 24 cm

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