Learning Spark : lightening fast data analysis /

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.

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Karau, Holden (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Sebastopol, CA : O'Reilly Media, [2015]
Edición:First edition.
Temas:
ApacheSpark.
Big data.
Machine learning.
Données volumineuses.
Apprentissage automatique.
Big data
Machine learning
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • 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.

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