Machine Learning with Dynamics 365 and Power Platform - The Ultimate Guide to Apply Predictive Analytics

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This practical guide explores how Microsoft Power Platform integrates with technologies like Azure and Dynamics 365, focusing on AI Builder's role in enhancing business solutions. It illustrates the creation of robust machine learning models using Azure tools such as Azure Stream Analytics, Azure Databricks, and Azure Synapse Analytics. The book offers clear explanations, visualizations, and real-world examples, thoroughly covering essential machine learning techniques. Readers will learn to identify suitable algorithms for supervised, unsupervised, and reinforcement learning through Microsoft’s machine learning tools. The synergy of these technologies is particularly beneficial for sectors like finance, operations, retail, telecommunications, and manufacturing, driving efficiency by minimizing manual processes. Key insights include the significance of machine learning in today’s fast-paced environment, its application within Dynamics 365 and Power Platform, and its potential to revolutionize ERP and CRM systems. Additionally, readers will understand how to create and manage environments for machine learning projects and the importance of selecting the right ML approach and algorithms tailored to Dynamics 365. This knowledge will empower readers to effectively apply machine learning in their projects.