{"product_id":"advanced-analytics-with-pyspark-patterns-for-learning-from-data-at-scale-using-python-and-spark","title":"Advanced Analytics with PySpark: Patterns for Learning from Data at Scale Using Python and Spark","description":"\u003cp\u003e\u003cspan\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\n\u003cp\u003e\u003cspan\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\n\u003cp\u003e\u003cspan\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\n\u003cul class=\"a-unordered-list a-vertical\"\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eFamiliarize yourself with Spark's programming model and ecosystem\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eLearn general approaches in data science\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eExamine complete implementations that analyze large public datasets\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eDiscover which machine learning tools make sense for particular problems\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eExplore code that can be adapted to many uses\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Book Lovers BD","offers":[{"title":"Paperback","offer_id":55081558966563,"sku":null,"price":290.0,"currency_code":"BDT","in_stock":true},{"title":"Hardcover","offer_id":55081558999331,"sku":null,"price":420.0,"currency_code":"BDT","in_stock":true},{"title":"eBook","offer_id":55081559032099,"sku":null,"price":150.0,"currency_code":"BDT","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0954\/5872\/2083\/files\/rn-image_picker_lib_temp_2f6f36bb-1351-4dbf-b229-0df72620ed37.jpg?v=1778701253","url":"https:\/\/www.bookloversbd.shop\/products\/advanced-analytics-with-pyspark-patterns-for-learning-from-data-at-scale-using-python-and-spark","provider":"Book Lovers BD","version":"1.0","type":"link"}