Machine Learning with Dynamics 365 and Power Platform
Autor Aurelien Clere, Vinnie Bansalen Limba Engleză Hardback – 6 ian 2022
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Specificații
ISBN-13: 9781119771296
ISBN-10: 1119771293
Pagini: 240
Dimensiuni: 157 x 231 x 28 mm
Greutate: 0.43 kg
Editura: Wiley
Locul publicării:Hoboken, United States
ISBN-10: 1119771293
Pagini: 240
Dimensiuni: 157 x 231 x 28 mm
Greutate: 0.43 kg
Editura: Wiley
Locul publicării:Hoboken, United States
Cuprins
Foreword vii Preface ix Acknowledgments xi About the Authors xiii Chapter 1: Dynamics 365, Power Platform, and Machine Learning 1 Introduction to Dynamics 365 1 Introduction to Power Platform 6 What Is Machine Learning: How Has It Evolved? 11 Definition of Machine Learning 12 Chapter 2: Artificial Intelligence and Pre-Built Machine Learning in Dynamics 365 33 Azure AI Platform 33 Azure Machine Learning Service 41 Knowledge Mining 67 Chapter 3: ML/AI Features and Their Applications in Dynamics 365 71 Customer Insights 71 Customer Service Insights 77 Sales Insights 83 Product Insights 95 Virtual Agent for Customer Service in Dynamics 365 96 Artificial Intelligence in Power Apps with AI Builder 99 What Is Mixed Reality? 102 Chapter 4: Dynamics 365 and Custom ML Models Using Azure ML 107 Azure Machine Learning 108 Azure Machine Learning Studio 115 Azure Machine Learning Service 146 Chapter 5: Deep Dive in Machine Learning Custom Models 149 Azure CLI Extension 149 Visual Studio Code 153 Chapter 6: Machine Learning with Dynamics 365 Use Cases 161 ML for Finance 162 Demand Forecasting 190 Connected Store 192 ML for Human Resources Management 195 Machine Learning at the Workplace 200 Afterword 205 Index 207
Notă biografică
AURELIEN CLERE is a Microsoft MVP, Global Solution Architect with 10 years of experience in the Dynamics world (ERP, CRM). He is a speaker and organizes weekly webinars. VINNIE BANSAL is an independent Dynamics 365 Business Advisor. He liaises between business and IT teams and serves as technical advisor to clients in assigned subject areas.