{"product_id":"advanced-analytics-with-spark-patterns-for-learning-from-data-at-scale","title":"Advanced Analytics with Spark: Patterns for Learning from Data at Scale","description":"\u003cp\u003e\u003cb\u003eAutor:\u003c\/b\u003e Ryza, Sandy\u003c\/p\u003e\u003cp\u003e\u003cb\u003eMarca:\u003c\/b\u003e O'Reilly\u003c\/p\u003e\u003cp\u003e\u003cb\u003eCaracteristicas:\u003c\/b\u003e \u003c\/p\u003e\u003cul\u003e\u003cli\u003eO'Reilly Media\u003c\/li\u003e\u003c\/ul\u003e\u003cp\u003e\u003cb\u003eNúmero de páginas:\u003c\/b\u003e 260\u003c\/p\u003e\u003cp\u003e\u003cb\u003eDetalles:\u003c\/b\u003e In 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.\nYou’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.\nPatterns include: Recommending music and the Audioscrobbler data set Predicting forest cover with decision trees Anomaly detection in network traffic with K-means clustering Understanding Wikipedia with Latent Semantic Analysis Analyzing co-occurrence networks with GraphX Geospatial and temporal data analysis on the New York City Taxi Trips data Estimating financial risk through Monte Carlo simulation Analyzing genomics data and the BDG project Analyzing neuroimaging data with PySpark and Thunder\u003c\/p\u003e\u003cp\u003e\u003cb\u003eEAN:\u003c\/b\u003e 9781491912768\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFecha de lanzamiento:\u003c\/b\u003e 19-05-2015\u003c\/p\u003e\u003cp\u003e\u003cb\u003eNota del artículo:\u003c\/b\u003e Libro de 2ﾃつｪ mano en estado BUENO segﾃδｺn directrices web de venta. Puede presentar algunas marcas de desgaste por el uso en cubierta o interior. Vendido por el emprendimiento social El Club de los Raros. Con cada compra contribuyes a plantar ﾃδ｡rboles y financiar proyectos de ONGs y de lectura que transforman vidas.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eCondición del artículo:\u003c\/b\u003e De 2ª mano - Bueno\u003c\/p\u003e\u003cp\u003e\u003cb\u003eNúmero de pieza:\u003c\/b\u003e black \u0026amp; white illustrations\u003c\/p\u003e\u003cp\u003e\u003cb\u003eModelo:\u003c\/b\u003e black \u0026amp; white illustrations\u003c\/p\u003e","brand":"Emprendimiento social El Club de los Raros","offers":[{"title":"Default Title","offer_id":56943363162438,"sku":"ECDLR-18-2026-03-.org-T692T069-20010","price":6.88,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0953\/0274\/6438\/files\/91Q3AtinVGL.jpg?v=1783832443","url":"https:\/\/libros.elclubdelosraros.com\/products\/advanced-analytics-with-spark-patterns-for-learning-from-data-at-scale","provider":"Emprendimiento social El Club de los Raros","version":"1.0","type":"link"}