{"product_id":"data-analytics-with-spark-using-python","title":"Data Analytics with Spark Using Python","description":"\u003cb\u003eSolve Data Analytics Problems with Spark, PySpark, and Related Open Source Tools\u003c\/b\u003e\u003cbr\u003e\u003cbr\u003eSpark is at the heart of today s Big Data revolution, helping data professionals supercharge efficiency and performance in a wide range of data processing and analytics tasks. In this guide, Big Data expert Jeffrey Aven covers all you need to know to leverage Spark, together with its extensions, subprojects, and wider ecosystem.\u003cbr\u003e\u003cbr\u003eAven combines a language-agnostic introduction to foundational Spark concepts with extensive programming examples utilizing the popular and intuitive PySpark development environment. This guide s focus on Python makes it widely accessible to large audiences of data professionals, analysts, and developers even those with little Hadoop or Spark experience.\u003cbr\u003e\u003cbr\u003eAven s broad coverage ranges from basic to advanced Spark programming, and Spark SQL to machine learning. You ll learn how to efficiently manage all forms of data with Spark: streaming, structured, semi-structured, and unstructured. Throughout, concise topic overviews quickly get you up to speed, and extensive hands-on exercises prepare you to solve real problems.\u003cbr\u003e\u003cbr\u003eCoverage includes:\u003cbr\u003e  Understand Spark s evolving role in the Big Data and Hadoop ecosystems\u003cbr\u003e  Create Spark clusters using various deployment modes\u003cbr\u003e  Control and optimize the operation of Spark clusters and applications\u003cbr\u003e  Master Spark Core RDD API programming techniques\u003cbr\u003e  Extend, accelerate, and optimize Spark routines with advanced API platform constructs, including shared variables, RDD storage, and partitioning\u003cbr\u003e  Efficiently integrate Spark with both SQL and nonrelational data stores\u003cbr\u003e  Perform stream processing and messaging with Spark Streaming and Apache Kafka\u003cbr\u003e  Implement predictive modeling with SparkR and Spark MLlib\u003cbr\u003e\u003cbr\u003e","brand":"Buchserien.de","offers":[{"title":"Neuware","offer_id":54027931451730,"sku":"9780134846019","price":42.5,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0615\/7002\/3593\/files\/unnamed_3df19ba2-39b9-4d4f-92af-3229645ce81d.jpg?v=1784317758","url":"https:\/\/www.buchserien.de\/products\/data-analytics-with-spark-using-python","provider":"Buchserien.de","version":"1.0","type":"link"}