{"product_id":"data-algorithms-with-spark-precipes-and-design-patterns-for-scaling-up-using-pyspark-p-9789355420787","title":"Data Algorithms With Spark","description":"\u003cp style=\"-webkit-tap-highlight-color: transparent; color: rgb(102, 102, 102); font-family: \" open sans margin:=\"\" padding:=\"\"\u003e\u003cspan style=\"color:#000000;\"\u003eApache Spark's speed, ease of use, sophisticated analytics, and multilanguage support makes practical knowledge of this cluster-computing framework a required skill for data engineers and data scientists. With this hands-on guide, anyone looking for an introduction to Spark will learn practical algorithms and examples using PySpark.\u003c\/span\u003e\u003c\/p\u003e\u003cp style=\"-webkit-tap-highlight-color: transparent; color: rgb(102, 102, 102); font-family: \" open sans margin:=\"\" padding:=\"\"\u003e\u003cspan style=\"color:#000000;\"\u003eIn each chapter, author Mahmoud Parsian shows you how to solve a data problem with a set of Spark transformations and algorithms. You'll learn how to tackle problems involving ETL, design patterns, machine learning algorithms, data partitioning, and genomics analysis. Each detailed recipe includes PySpark algorithms using the PySpark driver and shell script.\u003c\/span\u003e\u003c\/p\u003e\u003cp style=\"-webkit-tap-highlight-color: transparent; color: rgb(102, 102, 102); font-family: \" open sans margin:=\"\" padding:=\"\"\u003e\u003cspan style=\"color:#000000;\"\u003eWith this book, you will:\u003c\/span\u003e\u003c\/p\u003e\u003cul style=\"-webkit-tap-highlight-color: transparent; padding-right: 0px; padding-left: 20px; margin: 0px; list-style-position: initial; list-style-image: initial; color: rgb(102, 102, 102); font-family: \" open sans\u003e\n\u003cli style=\"-webkit-tap-highlight-color: transparent; margin: 0px; padding: 2px 0px; list-style: disc;\"\u003e\u003cspan style=\"color:#000000;\"\u003eLearn how to select Spark transformations for optimized solutions\u003c\/span\u003e\u003c\/li\u003e\n\u003cli style=\"-webkit-tap-highlight-color: transparent; margin: 0px; padding: 2px 0px; list-style: disc;\"\u003e\u003cspan style=\"color:#000000;\"\u003eExplore powerful transformations and reductions including reduceByKey(), combineByKey(), and mapPartitions()\u003c\/span\u003e\u003c\/li\u003e\n\u003cli style=\"-webkit-tap-highlight-color: transparent; margin: 0px; padding: 2px 0px; list-style: disc;\"\u003e\u003cspan style=\"color:#000000;\"\u003eUnderstand data partitioning for optimized queries\u003c\/span\u003e\u003c\/li\u003e\n\u003cli style=\"-webkit-tap-highlight-color: transparent; margin: 0px; padding: 2px 0px; list-style: disc;\"\u003e\u003cspan style=\"color:#000000;\"\u003eBuild and apply a model using PySpark design patterns\u003c\/span\u003e\u003c\/li\u003e\n\u003cli style=\"-webkit-tap-highlight-color: transparent; margin: 0px; padding: 2px 0px; list-style: disc;\"\u003e\u003cspan style=\"color:#000000;\"\u003eApply motif-finding algorithms to graph data\u003c\/span\u003e\u003c\/li\u003e\n\u003cli style=\"-webkit-tap-highlight-color: transparent; margin: 0px; padding: 2px 0px; list-style: disc;\"\u003e\u003cspan style=\"color:#000000;\"\u003eAnalyze graph data by using the GraphFrames API\u003c\/span\u003e\u003c\/li\u003e\n\u003cli style=\"-webkit-tap-highlight-color: transparent; margin: 0px; padding: 2px 0px; list-style: disc;\"\u003e\u003cspan style=\"color:#000000;\"\u003eApply PySpark algorithms to clinical and genomics data\u003c\/span\u003e\u003c\/li\u003e\n\u003cli style=\"-webkit-tap-highlight-color: transparent; margin: 0px; padding: 2px 0px; list-style: disc;\"\u003e\u003cspan style=\"color:#000000;\"\u003eLearn how to use and apply feature engineering in ML algorithms\u003c\/span\u003e\u003c\/li\u003e\n\u003cli style=\"-webkit-tap-highlight-color: transparent; margin: 0px; padding: 2px 0px; list-style: disc;\"\u003e\u003cspan style=\"color:#000000;\"\u003eUnderstand and use practical and pragmatic data design patterns\u003c\/span\u003e\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Shroff\/O'Reilly","offers":[{"title":"Default Title","offer_id":50506250813510,"sku":"9789355420787","price":1755.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0754\/2797\/1142\/files\/9789355420787_ip2d-gv.jpg?v=1790324247","url":"https:\/\/cb-india.com\/products\/data-algorithms-with-spark-precipes-and-design-patterns-for-scaling-up-using-pyspark-p-9789355420787","provider":"Computer Bookshop (India) Pvt Ltd","version":"1.0","type":"link"}