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

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


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  • Learning Spark: Lightning-Fast Data Analytics
  • Jules S. Damji, Brooke Wenig, Tathagata Das, Denny Lee
  • Page: 300
  • Format: pdf, ePub, mobi, fb2
  • ISBN: 9781492050049
  • Publisher: O'Reilly Media, Incorporated

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Electronics books download Learning Spark: Lightning-Fast Data Analytics 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 - Jules S. Damji
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  (PDF) Learning Spark Lightning-Fast Big Data Analysis | Yan
Engineers and data scientists will both learn different details from this book, but will both be able to apply Spark to solve large distributed problems in their  Learning Spark Lightning-Fast Data Analytics - Databricks
You can view the O'Reilly Learning Spark eBook here. VIEW EBOOK. © Databricks 2021. All rights reserved. Apache, Apache Spark, Spark and the Spark logo  SeikaScarlet/Learning-Spark_zh: Learning Spark - GitHub
Learning Spark: Lightning-Fast Big Data Analysis 中文翻译 - SeikaScarlet/Learning-Spark_zh. Customer reviews: Learning Spark: Lightning - Amazon.com
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