Learning Spark: Lightning-Fast Data Analytics

Learning Spark: Lightning-Fast Data Analytics. Jules S. Damji, Brooke Wenig, Tathagata Das, Denny Lee

Learning-Spark-Lightning-Fast.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

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Free ebooks computers download Learning Spark: Lightning-Fast Data Analytics in English 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

Learning Spark: Lightning-Fast Data Analytics: Damji, Jules S
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Big Data Analytics with Spark: A Practitioner's Guide to Using
Big Data Analytics with Spark is a step-by-step guide for learning Spark, which is an open-source fast and Learning Spark: Lightning-Fast Big Data Analysis.
Learning Spark | BibSonomy
Description. Learning Spark: Lightning-Fast Big Data Analysis eBook: Holden Karau, Andy Konwinski, Patrick Wendell, Matei Zaharia: Amazon.de: Kindle-Shop 
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Data in all domains is getting bigger. How can you work with it efficiently? This book introduces Apache Spark, the open source cluster computing system that 
Learning Spark: Lightning-Fast Data Analytics by Jules S. Damji
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Learning Spark: Lightning-Fast Big Data AnalyticsFebruary 2015 introduces Spark, an open source cluster computing system that makes data analytics fast to 
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Learning spark: lightning-fast big data analysis. H Karau, A Konwinski, P Wendell, M Zaharia. " O'Reilly Media, Inc.", 2015. 531, 2015. High performance Spark: 
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