Learning Spark: Lightning-Fast Data Analytics. Jules S. Damji, Brooke Wenig, Tathagata Das, Denny Lee
Learning-Spark-Lightning-Fast-Data.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
Free it e books download Learning Spark: Lightning-Fast Data Analytics by Jules S. Damji, Brooke Wenig, Tathagata Das, Denny Lee (English Edition) 9781492050049
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
Learning Spark (Lightning-Fast Data Analytics) - Bulk Bookstore
This book title, Learning Spark (Lightning-Fast Data Analytics), ISBN: 9781492050049, by Jules S. Damji, Brooke Wenig, Tathagata Das, Denny Lee, published
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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 1st Edition. by. Holden Karau (Author) › Visit Amazon's Holden Karau Page. Find all the books, read about the author, and more.
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Learning Spark: Lightning-Fast Big Data Analysis - Ebook written by Holden Karau, Andy Konwinski, Patrick Wendell, Matei Zaharia. Read this book using
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Learning Spark: Lightning-Fast Big Data Analysis. by Holden Karau , Andy Konwinski, et al.
Learning Spark: Lightning-Fast Data Analytics (Paperback
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
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