{"product_id":"agile-data-science-2-0-building-full-stack-data-analytics-applications-with-spark-paperback","title":"Agile Data Science 2.0: Building Full-Stack Data Analytics Applications with Spark - Paperback","description":"\u003cdiv\u003e\u003cp style=\"text-align: right;\"\u003e\u003ca href=\"https:\/\/reportcopyrightinfringement.com\/\" target=\"_blank\" rel=\"nofollow\"\u003e\u003cb\u003eReport copyright infringement\u003c\/b\u003e\u003c\/a\u003e\u003c\/p\u003e\u003c\/div\u003e\u003cp\u003eby \u003cb\u003eRussell Jurney\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eData science teams looking to turn research into useful analytics applications require not only the right tools, but also the right approach if they're to succeed. With the revised second edition of this hands-on guide, up-and-coming data scientists will learn how to use the Agile Data Science development methodology to build data applications with Python, Apache Spark, Kafka, and other tools. \u003c\/p\u003e\u003cp\u003e Author Russell Jurney demonstrates how to compose a data platform for building, deploying, and refining analytics applications with Apache Kafka, MongoDB, ElasticSearch, d3.js, scikit-learn, and Apache Airflow. You'll learn an iterative approach that lets you quickly change the kind of analysis you're doing, depending on what the data is telling you. Publish data science work as a web application, and affect meaningful change in your organization. \u003c\/p\u003e\u003cul\u003e \u003cli\u003eBuild value from your data in a series of agile sprints, using the data-value pyramid \u003c\/li\u003e\n\u003cli\u003eExtract features for statistical models from a single dataset \u003c\/li\u003e\n\u003cli\u003eVisualize data with charts, and expose different aspects through interactive reports \u003c\/li\u003e\n\u003cli\u003eUse historical data to predict the future via classification and regression \u003c\/li\u003e\n\u003cli\u003eTranslate predictions into actions \u003c\/li\u003e\n\u003cli\u003eGet feedback from users after each sprint to keep your project on track \u003c\/li\u003e\n\u003c\/ul\u003e\u003ch3\u003eAuthor Biography\u003c\/h3\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eRussell Jurney runs a boutique consultancy, Data Syndrome, specializing in building analytics products. He cut his data teeth in casino gaming, building web apps to analyze the performance of slot machines in the US and Mexico. After dabbling in entrepreneurship, interactive media and journalism, he moved to silicon valley to build analytics applications at scale at Ning and LinkedIn. He lives on the ocean, in the fog, in Pacifica, California with Bella the Data Dog.\u003c\/p\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 349\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.7 x 9.1 x 7 IN\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e July 18, 2017\u003c\/div\u003e\n            ","brand":"BooksCloud","offers":[{"title":"Default Title","offer_id":47212731007225,"sku":"9781491960110","price":59.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0789\/2782\/3097\/files\/WTJKOWRreGFUR2hWVEFDUGp1Q0RpUT09.webp?v=1768095247","url":"https:\/\/bookscloud.io\/products\/agile-data-science-2-0-building-full-stack-data-analytics-applications-with-spark-paperback","provider":"BooksCloud Book Dropshipping","version":"1.0","type":"link"}