{"product_id":"data-science-and-engineering-at-enterprise-scale","title":"Data Science and Engineering at Enterprise Scale:","description":"\u003cp\u003eAs enterprise-scale data science sharpens its focus on data-driven decision making and machine learning, new tools have emerged to help facilitate these processes. This practical ebook shows data scientists and enterprise developers how the notebook interface, Apache Spark, and other collaboration tools are particularly well suited to bridge the communication gap between their teams.\u003c\/p\u003e\u003cp\u003eThrough a series of real-world examples, author Jerome Nilmeier demonstrates how to generate a model that enables data scientists and developers to share ideas and project code. You’ll learn how data scientists can approach real-world business problems with Spark and how developers can then implement the solution in a production environment.\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003eDive deep into data science technologies, including Spark, TensorFlow, and the Jupyter Notebook\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003eLearn how Spark and Python notebooks enable data scientists and developers to work together\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003eExplore how the notebook environment works with Spark SQL for structured data\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003eUse notebooks and Spark as a launchpad to pursue supervised, unsupervised, and deep learning data models\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003eLearn additional Spark functionality, including graph analysis and streaming\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003eExplore the use of analytics in the production environment, particularly when creating data pipelines and deploying code\u003c\/span\u003e\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Shroff\/O'Reilly","offers":[{"title":"Default Title","offer_id":50506271391814,"sku":"9789355423443","price":337.5,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0754\/2797\/1142\/files\/41mEH_Za3jL._SX332_BO1_204_203_200.jpg?v=1790324769","url":"https:\/\/cb-india.com\/products\/data-science-and-engineering-at-enterprise-scale","provider":"Computer Bookshop (India) Pvt Ltd","version":"1.0","type":"link"}