Book Image

Mastering Microsoft Dynamics 365 Business Central

By : Stefano Demiliani, Duilio Tacconi
Book Image

Mastering Microsoft Dynamics 365 Business Central

By: Stefano Demiliani, Duilio Tacconi

Overview of this book

Dynamics 365 Business Central is an all-in-one business management solution, which is easy to adopt and helps you make smarter business decisions. This book is a comprehensive guide to developing solutions with Microsoft ERP (in the cloud and also on-premises). It covers all aspects of developing extensions, right from preparing a sandbox environment to deploying a complete solution. The book starts by introducing you to the Dynamics 365 Business Central platform and the new Modern Development Environment. You'll then explore the sandbox concept, and see how to create sandboxes for development. As you advance, you’ll be able to build a complete advanced solution for Dynamics 365 Business Central with AL language and Visual Studio Code. You'll then learn how to debug and deploy the extension and write automatic testing. The book will also take you through advanced topics like integration (with Azure Functions, web services, and APIs), DevOps and CI/CD techniques, and machine learning. You'll discover how Dynamics 365 Business Central can be used with Office 365 apps. Finally, you'll analyze different ways to move existing solutions to the new development model based on extensions. By the end of this book, you'll be able to develop highly customized solutions that meet the requirements of modern businesses using Dynamics 365 Business Central.
Table of Contents (25 chapters)
Free Chapter
1
Section 1: Dynamics 365 Business Central - Platform Overview and the Basics of Modern Development
5
Section 2: Developing Extensions for Dynamics 365 Business Central
10
Section 3: Debugging, Testing, and Release Management (DevOps)
15
Section 4: Advanced Integrations with Dynamics 365 Business Central
20
Section 5: Moving Solutions to the New Extension Model

Summary

In this chapter, we looked through the ML APIs available with Dynamics 365 Business Central. I've made a comparative analysis of the three ML APIs in the following table:

 

The Time Series API

The ML Prediction API

The Custom Azure ML API

ML Experience required

Low

Medium

High

ML Model

Microsoft

Microsoft

Custom

Data preparation level

Low

Medium

High

Max Features

2

Unlimited

Unlimited

Training service

-

Business Central

Azure ML Studio

Trained model storage

-

Business Central

Azure ML Studio

ML Model quality

Low

Medium

High

ML Model usage level

General

Industry

Company

 

The comparison is based on the example provided in this chapter. Use this table as a guide to help you to choose the best way of applying AI in your app.

As we learned here, building custom ML models...