Learning Spark: Lightning-Fast Data Analytics. Jules S. Damji, Brooke Wenig, Tathagata Das, Denny Lee
Learning-Spark-Lightning.pdf
ISBN: 9781492050049 | 300 pages | 8 Mb
- Learning Spark: Lightning-Fast Data Analytics
- Jules S. Damji, Brooke Wenig, Tathagata Das, Denny Lee
- Page: 300
- Format: pdf, ePub, fb2, mobi
- ISBN: 9781492050049
- Publisher: O'Reilly Media, Incorporated
Ebook nederlands downloaden Learning Spark: Lightning-Fast Data Analytics (English Edition) 9781492050049 by Jules S. Damji, Brooke Wenig, Tathagata Das, Denny Lee
Data is getting bigger, arriving faster, and coming in varied formats—and it all needs to be processed at scale for analytics or machine learning. How can you process such varied data workloads efficiently? Enter Apache Spark.Updated to emphasize new features in Spark 2.x., this second edition shows data engineers and scientists why structure and unification in Spark matters. Specifically, this book explains how to perform simple and complex data analytics and employ machine-learning algorithms. Through discourse, code snippets, and notebooks, you’ll be able to: Learn Python, SQL, Scala, or Java high-level APIs: DataFrames and Datasets Peek under the hood of the Spark SQL engine to understand Spark transformations and performance Inspect, tune, and debug your Spark operations with Spark configurations and Spark UI Connect to data sources: JSON, Parquet, CSV, Avro, ORC, Hive, S3, or Kafka Perform analytics on batch and streaming data using Structured Streaming Build reliable data pipelines with open source Delta Lake and Spark Develop machine learning pipelines with MLlib and productionize models using MLflow Use open source Pandas framework Koalas and Spark for data transformation and feature engineering
Advanced Analytics with Spark: Patterns for Learning from
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Learning Spark : lightning-fast data analytics - WorldCat
Get this from a library! Learning Spark : lightning-fast data analytics. [Holden Karau; Andy Konwinski; Patrick Wendell; Matei Zaharia] -- This book introduces
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Learning Spark: Lightning-Fast Big Data Analysis(Chinese
Learning Spark: Lightning-Fast Big Data Analysis(Chinese Edition)/Spark快速大数据分析 [Holden Karau, Andy Kowinski] on Amazon.com. *FREE* shipping on
Learning Spark: Lightning-Fast Big Data Analysis - Holden
Recently updated for Spark 1.3, this book introduces Apache Spark, the open source cluster computing system that makes data analytics fast to write and fast to
Learning Spark - Holden Karau, Andy Konwinski, Matei
Written by the developers of Spark, this book will have data scientists and engineers up and running in no Learning Spark: Lightning-Fast Big Data Analysis
Learning Spark: Lightning-Fast Data Analytics by Jules S. Damji
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Learning Spark : Lightning-Fast Big Data Analytics by Matei
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