{"product_id":"advanced-analytics-with-pyspark-ppatterns-for-learning-from-data-at-scale-using-python-and-spark-paperback-p-9789355422804","title":"Advanced Analytics with PySpark (Paperback)","description":"\u003cp style=\"box-sizing: border-box; padding: 0px; margin: 0px 0px 14px; color: rgb(15, 17, 17); font-family: \" amazon ember arial sans-serif font-size:=\"\"\u003e\u003cspan style=\"box-sizing: border-box;\"\u003eThe amount of data being generated today is staggering and growing. Apache Spark has emerged as the de facto tool to analyze big data and is now a critical part of the data science toolbox. Updated for Spark 3.0, this practical guide brings together Spark, statistical methods, and real-world datasets to teach you how to approach analytics problems using PySpark, Spark's Python API, and other best practices in Spark programming.\u003c\/span\u003e\u003c\/p\u003e\u003cp style=\"box-sizing: border-box; padding: 0px; margin: -4px 0px 14px; color: rgb(15, 17, 17); font-family: \" amazon ember arial sans-serif font-size:=\"\"\u003e\u003cspan style=\"box-sizing: border-box;\"\u003eData scientists Akash Tandon, Sandy Ryza, Uri Laserson, Sean Owen, and Josh Wills offer an introduction to the Spark ecosystem, then dive into patterns that apply common techniques-including classification, clustering, collaborative filtering, and anomaly detection, to fields such as genomics, security, and finance. This updated edition also covers NLP and image processing.\u003c\/span\u003e\u003c\/p\u003e\u003cp style=\"box-sizing: border-box; padding: 0px; margin: -4px 0px 14px; color: rgb(15, 17, 17); font-family: \" amazon ember arial sans-serif font-size:=\"\"\u003e\u003cspan style=\"box-sizing: border-box;\"\u003eIf you have a basic understanding of machine learning and statistics and you program in Python, this book will get you started with large-scale data analysis.\u003c\/span\u003e\u003c\/p\u003e\u003cul class=\"a-unordered-list a-vertical\" style=\"box-sizing: border-box; margin: 0px 0px 0px 18px; color: rgb(15, 17, 17); padding-right: 0px; padding-left: 0px; font-family: \" amazon ember arial sans-serif font-size:=\"\"\u003e\n\u003cli style=\"box-sizing: border-box; list-style: disc; overflow-wrap: break-word; margin: 0px;\"\u003e\u003cspan class=\"a-list-item\" style=\"box-sizing: border-box;\"\u003eFamiliarize yourself with Spark's programming model and ecosystem\u003c\/span\u003e\u003c\/li\u003e\n\u003cli style=\"box-sizing: border-box; list-style: disc; overflow-wrap: break-word; margin: 0px;\"\u003e\u003cspan class=\"a-list-item\" style=\"box-sizing: border-box;\"\u003eLearn general approaches in data science\u003c\/span\u003e\u003c\/li\u003e\n\u003cli style=\"box-sizing: border-box; list-style: disc; overflow-wrap: break-word; margin: 0px;\"\u003e\u003cspan class=\"a-list-item\" style=\"box-sizing: border-box;\"\u003eExamine complete implementations that analyze large public datasets\u003c\/span\u003e\u003c\/li\u003e\n\u003cli style=\"box-sizing: border-box; list-style: disc; overflow-wrap: break-word; margin: 0px;\"\u003e\u003cspan class=\"a-list-item\" style=\"box-sizing: border-box;\"\u003eDiscover which machine learning tools make sense for particular problems\u003c\/span\u003e\u003c\/li\u003e\n\u003cli style=\"box-sizing: border-box; list-style: disc; overflow-wrap: break-word; margin: 0px;\"\u003e\u003cspan class=\"a-list-item\" style=\"box-sizing: border-box;\"\u003eExplore code that can be adapted to many uses\u003c\/span\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp style=\"box-sizing: border-box; list-style: disc; overflow-wrap: break-word; margin: 0px;\"\u003e \u003c\/p\u003e\u003ch3 style=\"box-sizing: border-box; padding: 0px 0px 4px; margin: 0px; text-rendering: optimizelegibility; font-weight: 700; font-size: 18px; line-height: 24px; color: rgb(15, 17, 17); font-family: \" amazon ember arial sans-serif\u003e\u003cspan style=\"box-sizing: border-box;\"\u003e  About the Author\u003c\/span\u003e\u003c\/h3\u003e\u003cdiv class=\"a-section a-spacing-small a-padding-small\" style=\"box-sizing: border-box; margin-bottom: 0px; color: rgb(15, 17, 17); font-family: \" amazon ember arial sans-serif font-size:=\"\" padding:=\"\"\u003e\u003cspan style=\"box-sizing: border-box;\"\u003e\u003cstrong\u003eAkash Tandon \u003c\/strong\u003eis an independent consultant and experienced full-stack data engineer. Previously, he was a senior data engineer at Atlan, where he built software for enterprise data science teams. In another life, he had worked on data science projects for governments, and built risk assessment tools at a FinTech startup. As a student, he wrote open source software with the R project for statistical computing and Google. In his free time, he researches things for no good reason.\u003cbr style=\"box-sizing: border-box;\"\u003e\u003cbr style=\"box-sizing: border-box;\"\u003e\u003cstrong\u003eSandy Ryza\u003c\/strong\u003e is software engineer at Elementl. Previously, he developed algorithms for public transit at Remix and was a senior data scientist at Cloudera and Clover Health. He is an Apache Spark committer, Apache Hadoop PMC member, and founder of the Time Series for Spark project.\u003cbr style=\"box-sizing: border-box;\"\u003e\u003cbr style=\"box-sizing: border-box;\"\u003e\u003cstrong\u003eUri Laserson\u003c\/strong\u003e is founder \u0026amp; CTO of Patch Biosciences. Previously, he worked on big data and genomics at Cloudera.\u003cbr style=\"box-sizing: border-box;\"\u003e\u003cbr style=\"box-sizing: border-box;\"\u003e\u003cstrong\u003eSean Owen \u003c\/strong\u003eis a principal solutions architect focusing on machine learning and data science at Databricks. He is an Apache Spark committer and PMC member, and co-author Advanced Analytics with Spark. Previously, he was director of Data Science at Cloudera and an engineer at Google.\u003cbr style=\"box-sizing: border-box;\"\u003e\u003cbr style=\"box-sizing: border-box;\"\u003e\u003cstrong\u003eJosh Wills\u003c\/strong\u003e is an independent data science and engineering consultant, the former head of data engineering at Slack and data science at Cloudera, and wrote a tweet about data scientists once.\u003c\/span\u003e\u003c\/div\u003e","brand":"Shroff\/O'Reilly","offers":[{"title":"Default Title","offer_id":50506255892550,"sku":"9789355422804","price":990.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0754\/2797\/1142\/files\/71Q7FxLH4JL.jpg?v=1790324361","url":"https:\/\/cb-india.com\/products\/advanced-analytics-with-pyspark-ppatterns-for-learning-from-data-at-scale-using-python-and-spark-paperback-p-9789355422804","provider":"Computer Bookshop (India) Pvt Ltd","version":"1.0","type":"link"}