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Learning Spark: Lightning-Fast Data Analytics. Jules S. Damji, Brooke Wenig, Tathagata Das, Denny Lee
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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
Download pdf books for free Learning Spark: Lightning-Fast Data Analytics by Jules S. Damji, Brooke Wenig, Tathagata Das, Denny Lee 9781492050049 FB2 PDB DJVU (English Edition)
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
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Title / Author, Type, Language, Date / Edition, Publication. 1. Learning Spark : lightening fast data analysis, 1. Learning Spark : lightening fast data analysis by
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Learning Spark Lightning-Fast Big Data Analytics by Holden Karau, Andy Konwinski, Patrick Wendell, Matei Zaharia; O'Reilly Media.
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Learning Spark - Lightning-Fast Data Analytics. Bereich: eBooks. We welcome you to the second edition of Learning Spark. It's been five years since the first
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Apache Spark™ - Unified Analytics Engine for Big Data
Apache Spark is a unified analytics engine for big data processing, with built-in modules for streaming, SQL, machine learning and graph processing. Lightning-fast unified analytics engine. Toggle navigation Run workloads 100x faster.
Learning Spark: Lightning-Fast Data Analytics by Jules S. Damji
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Learning Spark, 2nd Edition [Book] - O'Reilly
Data is bigger, arrives faster, and comes in a variety of formats—and it all needs to be processed at scale for analytics or machine learning. But how can you
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