{"product_id":"spark-the-definitive-guide-big-data-processing-made-simple-von-bill-chambers-matei-zaharu","title":"Spark: The Definitive Guide","description":"\u003cp\u003e\u003c\/p\u003e\u003cdiv\u003e\n\u003cp\u003eLearn how to use, deploy, and maintain Apache Spark with this comprehensive guide, written by the creators of the open-source cluster-computing framework. With an emphasis on improvements and new features in Spark 2.0, authors Bill Chambers and Matei Zaharia break down Spark topics into distinct sections, each with unique goals.\u003c\/p\u003e\n\u003cp\u003eYou'll explore the basic operations and common functions of Spark's structured APIs, as well as Structured Streaming, a new high-level API for building end-to-end streaming applications. Developers and system administrators will learn the fundamentals of monitoring, tuning, and debugging Spark, and explore machine learning techniques and scenarios for employing MLlib, Spark's scalable machine-learning library.\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eGet a gentle overview of big data and Spark\u003c\/li\u003e\n\u003cli\u003eLearn about DataFrames, SQL, and Datasets—Spark's core APIs—through worked examples\u003c\/li\u003e\n\u003cli\u003eDive into Spark's low-level APIs, RDDs, and execution of SQL and DataFrames\u003c\/li\u003e\n\u003cli\u003eUnderstand how Spark runs on a cluster\u003c\/li\u003e\n\u003cli\u003eDebug, monitor, and tune Spark clusters and applications\u003c\/li\u003e\n\u003cli\u003eLearn the power of Structured Streaming, Spark's stream-processing engine\u003c\/li\u003e\n\u003cli\u003eLearn how you can apply MLlib to a variety of problems, including classification or recommendation\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9781491912218\"\u003e\u003ch3\u003eBig data processing made simple\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9781491912218","offer_id":39417168396381,"sku":"9781491912218","price":69.5,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/ad502f93-5b60-4610-a162-b245143aed86.jpg?v=1780200227","url":"https:\/\/shop.autorenwelt.de\/products\/spark-the-definitive-guide-big-data-processing-made-simple-von-bill-chambers-matei-zaharu","provider":"Autorenwelt Shop","version":"1.0","type":"link"}