[PDF] Learning Spark: Lightning-Fast Data Analytics download

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

• 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

Download eBook

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

Overview

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

Other ebooks: Descargar [PDF] {EPUB} ACADEMY STARS 6 WORKBOOK download link, Download PDF Finding Faeries: Discovering Sprites, Pixies, Redcaps, and Other Fantastical Creatures in an Urban Environment download pdf, {pdf download} Windhaven: A Novel read book, [ePub] LA ARPISTA QUE ESCANDALIZO AL PAPA EN LA CAPILLA SIXTINA descargar gratis pdf, Read online: Mad About Moon site,