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

Clere, Aurelien, Bansal, Vinnie

  • 出版商: Wiley
  • 出版日期: 2022-01-06
  • 定價: $1,700
  • 售價: 9.0$1,530
  • 語言: 英文
  • 頁數: 240
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1119771293
  • ISBN-13: 9781119771296
  • 相關分類: Machine Learning
  • 立即出貨 (庫存 < 3)

商品描述

In this practical book, readers will learn how Microsoft Power Platform works with different technologies like Azure and Dynamics 365 and gives a detailed description of how AI Builder can be integrated with CDS and Dynamics 365 to provide business solutions. In addition, it demonstrates how powerful machine learning models using Azure, such as Azure Stream Analytics, Azure Databricks, and Azure Synapse Analytics, can be built.

Crammed with clear explanations, visualizations, and working examples, the book covers all the essential machine learning techniques in depth. The book will help you in determining the right algorithms for supervised, unsupervised, and reinforcement learning using Microsoft machine learning tools and technologies. The fusion of these two technologies will help all business verticals, primarily, finance and operations, retail, telecommunications, and manufacturing industries. It will help transform businesses by reducing manual processes and making them more efficient.

Readers will learn:

  • Why machine learning is so important in today's fast-paced world
  • How can machine learning and AI be used in Dynamics 365 and Power Platform?
  • Gain a better understanding of the potential of using machine learning in Dynamics 365 Power Platform
  • How adopting machine learning will redefine the future of ERP and/or CRM system
  • Create and manage environments for development, testing, and production of a machine learning project
  • Why readers should select the correct ML approach and apply the appropriate algorithms using Dynamics 365
  • What machine learning is all about and how it can be applied into the reader's Dynamics 365 Power Platform Projects

商品描述(中文翻譯)

在這本實用的書中,讀者將學習到微軟Power Platform如何與Azure和Dynamics 365等不同技術配合使用,並詳細描述了如何將AI Builder與CDS和Dynamics 365整合,提供商業解決方案。此外,書中還展示了如何使用Azure建立強大的機器學習模型,例如Azure Stream Analytics、Azure Databricks和Azure Synapse Analytics。

這本書充滿了清晰的解釋、視覺化和實際範例,深入介紹了所有基本的機器學習技術。本書將幫助您選擇使用微軟機器學習工具和技術進行監督學習、非監督學習和強化學習的正確算法。這兩種技術的結合將幫助各個商業垂直領域,尤其是金融和運營、零售、電信和製造行業。它將通過減少手動流程並提高效率來幫助企業轉型。

讀者將學到:
- 為什麼機器學習在當今快節奏的世界中如此重要
- 如何在Dynamics 365和Power Platform中使用機器學習和人工智能?
- 更好地了解在Dynamics 365 Power Platform中使用機器學習的潛力
- 採用機器學習將如何重新定義ERP和/或CRM系統的未來
- 創建和管理機器學習項目的開發、測試和生產環境
- 為什麼讀者應該選擇正確的機器學習方法,並使用Dynamics 365應用適當的算法
- 機器學習的基本概念以及如何將其應用於讀者的Dynamics 365 Power Platform項目中

作者簡介

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.

作者簡介(中文翻譯)

AURELIEN CLERE 是一位微軟 MVP,擁有10年在Dynamics領域(ERP、CRM)的經驗的全球解決方案架構師。他是一位演講者,並組織每週的網絡研討會。

VINNIE BANSAL 是一位獨立的Dynamics 365業務顧問。他在業務和IT團隊之間進行聯繫,並在指定的主題領域為客戶提供技術建議。

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