{"product_id":"978-9352130900-9789352130900-advanced-analytics-with-spark-patterns-for-learning-from-data-at-scale-9352130901","title":"Advanced Analytics with Spark: Patterns for Learning from Data at Scale","description":"\u003cp\u003eIn 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 methodsand real-world data sets together to teach you how to approach analytics problems by example\u003c\/p\u003e\u003cp\u003eYou’ll start with an introduction to Spark and its ecosystem and then dive into patterns that apply common techniques classification, collaborative filtering and anomaly detection among others - to fields such as genomics, security and finance. If you have an entry-level understanding of machine learning and statistics and you program in Java, Python or Scala, you’ll find these patterns useful for working on your own data applications.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003ePatterns include:?\u003c\/strong\u003e\u003cbr\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eRecommending music and the Audioscrobbler data set\u003c\/li\u003e\n\u003cli\u003ePredicting forest cover with decision trees\u003c\/li\u003e\n\u003cli\u003eAnomaly detection in network traffic with K-means clustering\u003c\/li\u003e\n\u003cli\u003eUnderstanding Wikipedia with Latent Semantic Analysis\u003c\/li\u003e\n\u003cli\u003eAnalyzing co-occurrence networks with GraphX\u003c\/li\u003e\n\u003cli\u003eGeospatial and temporal data analysis on the New York City Taxi Trips data\u003c\/li\u003e\n\u003cli\u003eEstimating financial risk through Monte Carlo simulation\u003c\/li\u003e\n\u003cli\u003eAnalyzing genomics data and the BDG project\u003c\/li\u003e\n\u003cli\u003eAnalyzing neuroimaging data with PySpark and Thunder\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Shroff\/O'Reilly","offers":[{"title":"Default Title","offer_id":50505640575046,"sku":"9789352130900","price":472.5,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0754\/2797\/1142\/files\/9789352130900.jpg?v=1790312817","url":"https:\/\/cb-india.com\/products\/978-9352130900-9789352130900-advanced-analytics-with-spark-patterns-for-learning-from-data-at-scale-9352130901","provider":"Computer Bookshop (India) Pvt Ltd","version":"1.0","type":"link"}