{"product_id":"learning-spark-lightning-fast-data-analytics-2nd-edition-by-jules-s-damji-author-brooke-wenig-author-tathagata-das-author-denny-lee-author","title":"Learning Spark: Lightning-Fast Data Analytics 2nd Edition by Jules S. Damji (Author), Brooke Wenig (Author), Tathagata Das (Author), Denny Lee (Author)","description":"\u003cul\u003e\n\u003cli\u003ePublisher ‏ : ‎ O'Reilly Media\u003c\/li\u003e\n\u003cli\u003ePublication date ‏ : ‎ August 25, 2020\u003c\/li\u003e\n\u003cli\u003eEdition ‏ : ‎ 2nd\u003c\/li\u003e\n\u003cli\u003eLanguage ‏ : ‎ English\u003c\/li\u003e\n\u003cli\u003ePrint length ‏ : ‎ 397 pages\u003c\/li\u003e\n\u003cli\u003eISBN-10 ‏ : ‎ 1492050040\u003c\/li\u003e\n\u003cli\u003eISBN-13 ‏ : ‎ 978-1492050049\u003c\/li\u003e\n\u003cli\u003eItem Weight ‏ : ‎ 2.31 pounds\u003c\/li\u003e\n\u003cli\u003eDimensions ‏ : ‎ 7.25 x 1 x 9.25 inches\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eData is bigger, arrives faster, and comes in a variety of formatsâ??and it all needs to be processed at scale for analytics or machine learning. But how can you process such varied workloads efficiently? Enter Apache Spark.\u003c\/p\u003e\n\u003cp\u003eUpdated to include Spark 3.0, this second edition shows data engineers and data 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 step-by-step walk-throughs, code snippets, and notebooks, youâ??ll be able to:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eLearn Python, SQL, Scala, or Java high-level Structured APIs\u003c\/li\u003e\n\u003cli\u003eUnderstand Spark operations and SQL Engine\u003c\/li\u003e\n\u003cli\u003eInspect, tune, and debug Spark operations with Spark configurations and Spark UI\u003c\/li\u003e\n\u003cli\u003eConnect to data sources: JSON, Parquet, CSV, Avro, ORC, Hive, S3, or Kafka\u003c\/li\u003e\n\u003cli\u003ePerform analytics on batch and streaming data using Structured Streaming\u003c\/li\u003e\n\u003cli\u003eBuild reliable data pipelines with open source Delta Lake and Spark\u003c\/li\u003e\n\u003cli\u003eDevelop machine learning pipelines with MLlib and productionize models using MLflow\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eLearning Spark book\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eLearning Spark 2nd Edition\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eLearning Spark lightning fast data analytics\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eApache Spark book\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eSpark data analytics book\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eLearn Apache Spark\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eSpark programming guide\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eSpark for data engineers\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eSpark for data scientists\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eBig data analytics with Spark\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eSpark SQL book\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003ePySpark programming book\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eSpark DataFrames book\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eSpark machine learning book\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eDistributed data processing Spark\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eSpark performance optimization\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eSpark structured streaming book\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eSpark real time analytics\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eSpark cluster computing book\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eSpark architecture guide\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eSpark fundamentals book\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eSpark programming tutorial book\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eSpark data engineering book\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eSpark MLlib guide\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eSpark analytics best practices\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eSpark cloud analytics book\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eSpark big data processing\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eSpark education resource\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eSpark textbook\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eSpark reference book\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eSpark hands on guide\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eSpark modern data analytics\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eSpark learning resource\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eSpark book online\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eApache Spark 2nd edition book\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eSpark programming for professionals\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eSpark scalable analytics book\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eSpark data pipelines book\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eSpark distributed systems analytics\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eBuy Learning Spark 2nd Edition online\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"The Aura Trade","offers":[{"title":"Default Title","offer_id":49962932044013,"sku":"TAB7353","price":49.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0812\/5598\/9485\/files\/1767088100-learning-spark.jpg?v=1778566330","url":"https:\/\/theauratrade.com\/products\/learning-spark-lightning-fast-data-analytics-2nd-edition-by-jules-s-damji-author-brooke-wenig-author-tathagata-das-author-denny-lee-author","provider":"The Aura Trade ","version":"1.0","type":"link"}