{"product_id":"path-to-predictive-analytics-and-machine-learning","title":"Path to Predictive Analytics and Machine Learning","description":"\u003cp\u003eIn many companies today, discussions about predictive analytics and machine learning tend to overlook one critical component: implementation. This report will help you examine practical methods for building and deploying scalable, production-ready machine-learning applications. Leveraging machine-learning models in production, after all, separates revenue generation and cost savings from mere intellectual novelty.\u003c\/p\u003e\u003cp\u003eProduct specialists from MemSQL describe several real-time use cases, including \"operational\" applications, where machine-learning models automate decision-making processes, as well as \"interactive\" applications, where machine learning informs decisions made by humans. You’ll also explore modern data processing architectures and leading technologies available for data processing, analysis, and visualization.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWith this report, you’ll find ways to:\u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003eBuild real-time data pipelines\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003eProcess transactions and analytics in a single database\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003eCreate custom real-time dashboards\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003eRedeploy batch models in real time\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003eBuild real-time machine learning applications\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003ePrepare data pipelines for predictive analytics and machine learning\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003eApply predictive analytics to real-time challenges\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003eUse techniques for predictive analytics in production\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003eMove from machine learning to artificial intelligence\u003c\/span\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003c\/p\u003e","brand":"Shroff\/O'Reilly","offers":[{"title":"Default Title","offer_id":50506303668294,"sku":"9789355424372","price":360.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0754\/2797\/1142\/files\/9789355424372_6ixu-p7.jpg?v=1790326077","url":"https:\/\/cb-india.com\/products\/path-to-predictive-analytics-and-machine-learning","provider":"Computer Bookshop (India) Pvt Ltd","version":"1.0","type":"link"}