{"product_id":"advanced-analytics-with-spark-patterns-for-learning-from-data-at-scale-9781491972953","title":"Advanced Analytics with Spark: Patterns for Learning from Data at Scale","description":"\u003cp\u003e • Author(s): Sandy Ryza\u003cbr\u003e • Publisher: O'Reilly Media\u003cbr\u003e • Publisher Imprint: O'Reilly Media\u003cbr\u003e • BISAC: Data Science - Data Modeling \u0026amp; Design\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eIn the second edition of this practical book, four Cloudera data scientists present a set of self-contained patterns for performing large-scale data analysis with Spark. The authors bring Spark, statistical methods, and real-world data sets together to teach you how to approach analytics problems by example. Updated for Spark 2.1, this edition acts as an introduction to these techniques and other best practices in Spark programming. \u003c\/p\u003e\u003cp\u003e You'll start with an introduction to Spark and its ecosystem, and then dive into patterns that apply common techniques--including classification, clustering, collaborative filtering, and anomaly detection--to fields such as genomics, security, and finance. \u003c\/p\u003e\u003cp\u003e If you have an entry-level understanding of machine learning and statistics, and you program in Java, Python, or Scala, you'll find the book's patterns useful for working on your own data applications. \u003c\/p\u003e\u003cp\u003e With this book, you will: \u003c\/p\u003e\u003cul\u003e \u003cli\u003eFamiliarize yourself with the Spark programming model \u003c\/li\u003e\n\u003cli\u003eBecome comfortable within the Spark ecosystem \u003c\/li\u003e\n\u003cli\u003eLearn general approaches in data science \u003c\/li\u003e\n\u003cli\u003eExamine complete implementations that analyze large public data sets \u003c\/li\u003e\n\u003cli\u003eDiscover which machine learning tools make sense for particular problems \u003c\/li\u003e\n\u003cli\u003eAcquire code that can be adapted to many uses \u003c\/li\u003e\n\u003c\/ul\u003e","brand":"O'Reilly Media","offers":[{"title":"Paperback","offer_id":45125594087575,"sku":"9781491972953","price":3499.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781491972953.webp?v=1767100744","url":"https:\/\/atlanticbooks.com\/products\/advanced-analytics-with-spark-patterns-for-learning-from-data-at-scale-9781491972953","provider":"Atlantic Books","version":"1.0","type":"link"}