{"product_id":"machine-learning-with-dynamics-365-and-power-platform-the-ultimate-guide-to-apply-predictive-analytics-hardback-9781119771296","title":"Machine Learning with Dynamics 365 and Power Platform; The Ultimate Guide to Apply Predictive Analytics (Hardback) 9781119771296","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eMachine Learning with Dynamics 365 and Power Platform\u003c\/font\u003e\u003cbr\u003e\r\n\u003cfont size=\"5\"\u003eThe Ultimate Guide to Apply Predictive Analytics\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\u003cp\u003e\u003cfont size=\"4\"\u003eAurelien Clere (Author), Vinnie Bansal (Author), Rachel Profitt (Foreword by), Fawad Khan (Afterword by)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9781119771296, Wiley\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eHardback, published 24 March 2022\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e240 pages\u003cbr\u003e23.1 x 16 x 2.8 cm, 0.408 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003e\u003cp\u003e\u003cb\u003eApply cutting-edge AI techniques to your Dynamics 365 environment to create new solutions to old business problems\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eIn \u003ci\u003eMachine Learning with Dynamics 365 and Power Platform: The Ultimate Guide to Apply Predictive Analytics\u003c\/i\u003e, an accomplished team of digital and data analytics experts delivers a practical and comprehensive discussion of how to integrate AI Builder with Dataverse and Dynamics 365 to create real-world business solutions. It also walks you through how to build powerful machine learning models using Azure Data Lake, Databricks, Azure Synapse Analytics.\u003c\/p\u003e \u003cp\u003eThe book is filled with clear explanations, visualizations, and working examples that get you up and running in your development of supervised, unsupervised, and reinforcement learning techniques using Microsoft machine learning tools and technologies. These strategies will transform your business verticals, reducing costs and manual processes in finance and operations, retail, telecommunications, and manufacturing industries.\u003c\/p\u003e \u003cp\u003eThe authors demonstrate:\u003c\/p\u003e \u003cul\u003e \u003cli\u003eWhat machine learning is all about and how it can be applied to your organization's Dynamics 365 and Power Platform Projects\u003c\/li\u003e \u003cli\u003eThe creation and management of environments for development, testing, and production of a machine learning project\u003c\/li\u003e \u003cli\u003eHow adopting machine learning techniques will redefine the future of your ERP\/CRM system\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003ePerfect for Technical Consultants, software developers, and solution architects, \u003ci\u003eMachine Learning with Dynamics 365 and Power Platform\u003c\/i\u003e is also an indispensable guide for Chief Technology Officers seeking an intuitive resource for how to implement machine learning in modern business applications to solve real-world problems.\u003c\/p\u003e\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e\u003cp\u003eForeword vii\u003c\/p\u003e \u003cp\u003ePreface ix\u003c\/p\u003e \u003cp\u003eAcknowledgments xi\u003c\/p\u003e \u003cp\u003eAbout the Authors xiii\u003c\/p\u003e \u003cp\u003e\u003cb\u003eChapter 1: Dynamics 365, Power Platform, and Machine Learning 1\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eIntroduction to Dynamics 365 1\u003c\/p\u003e \u003cp\u003eIntroduction to Power Platform 6\u003c\/p\u003e \u003cp\u003eWhat Is Machine Learning: How Has It Evolved? 11\u003c\/p\u003e \u003cp\u003eDefinition of Machine Learning 12\u003c\/p\u003e \u003cp\u003e\u003cb\u003eChapter 2: Artificial Intelligence and Pre- Built Machine Learning in Dynamics 365 33\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eAzure AI Platform 33\u003c\/p\u003e \u003cp\u003eAzure Machine Learning Service 41\u003c\/p\u003e \u003cp\u003eKnowledge Mining 67\u003c\/p\u003e \u003cp\u003e\u003cb\u003eChapter 3: ML\/AI Features and Their Applications in Dynamics 365 71\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eCustomer Insights 71\u003c\/p\u003e \u003cp\u003eCustomer Service Insights 77\u003c\/p\u003e \u003cp\u003eSales Insights 83\u003c\/p\u003e \u003cp\u003eProduct Insights 95\u003c\/p\u003e \u003cp\u003eVirtual Agent for Customer Service in Dynamics 365 96\u003c\/p\u003e \u003cp\u003eArtificial Intelligence in Power Apps with AI Builder 99\u003c\/p\u003e \u003cp\u003eWhat Is Mixed Reality? 102\u003c\/p\u003e \u003cp\u003e\u003cb\u003eChapter 4: Dynamics 365 and Custom ML Models Using Azure ML 107\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eAzure Machine Learning 108\u003c\/p\u003e \u003cp\u003eAzure Machine Learning Studio 115\u003c\/p\u003e \u003cp\u003eAzure Machine Learning Service 146\u003c\/p\u003e \u003cp\u003e\u003cb\u003eChapter 5: Deep Dive in Machine Learning Custom Models 149\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eAzure CLI Extension 149\u003c\/p\u003e \u003cp\u003eVisual Studio Code 153\u003c\/p\u003e \u003cp\u003e\u003cb\u003eChapter 6: Machine Learning with Dynamics 365\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eUse Cases 161\u003c\/p\u003e \u003cp\u003eml for Finance 162\u003c\/p\u003e \u003cp\u003eDemand Forecasting 190\u003c\/p\u003e \u003cp\u003eConnected Store 192\u003c\/p\u003e \u003cp\u003eml for Human Resources Management 195\u003c\/p\u003e \u003cp\u003eMachine Learning at the Workplace 200\u003c\/p\u003e \u003cp\u003eAfterword 205\u003c\/p\u003e \u003cp\u003eIndex 207\u003c\/p\u003e\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Computer science [\u003ca title=\"See our other books on Computer science\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Computer%20science%20%5BUY%5D%22\"\u003eUY\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"Wiley","offers":[{"title":"Brand New","offer_id":52511112593688,"sku":"9781119771296","price":27.39,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/files\/9781119771296.jpg?v=1786582634","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/machine-learning-with-dynamics-365-and-power-platform-the-ultimate-guide-to-apply-predictive-analytics-hardback-9781119771296","provider":"Freshly Printed Books","version":"1.0","type":"link"}