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Mastering Microsoft Dynamics 365 Business Central

You're reading from   Mastering Microsoft Dynamics 365 Business Central Discover extension development best practices, build advanced ERP integrations, and use DevOps tools

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Product type Paperback
Published in Dec 2019
Publisher Packt
ISBN-13 9781789951257
Length 770 pages
Edition 1st Edition
Concepts
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Authors (2):
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Duilio Tacconi Duilio Tacconi
Author Profile Icon Duilio Tacconi
Duilio Tacconi
Stefano Demiliani Stefano Demiliani
Author Profile Icon Stefano Demiliani
Stefano Demiliani
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Table of Contents (25) Chapters Close

Preface 1. Section 1: Dynamics 365 Business Central - Platform Overview and the Basics of Modern Development FREE CHAPTER
2. Microsoft Dynamics 365 Business Central Overview 3. Mastering a Modern Development Environment 4. Online and Container-Based Sandboxes 5. Section 2: Developing Extensions for Dynamics 365 Business Central
6. Extension Development Fundamentals 7. Developing a Customized Solution for Dynamics 365 Business Central 8. Advanced AL Development 9. Report Development with AL 10. Section 3: Debugging, Testing, and Release Management (DevOps)
11. Installing and Upgrading Extensions 12. Debugging 13. Automated Test Development with AL 14. Source Control Management and DevOps with Business Central 15. Section 4: Advanced Integrations with Dynamics 365 Business Central
16. Dynamics 365 Business Central APIs 17. Serverless Business Processes with Business Central and Azure 18. Monitoring, Scaling, and CI/CD with Azure Functions 19. Business Central and Integration with the Power Platform 20. Section 5: Moving Solutions to the New Extension Model
21. Integrating Machine Learning into Dynamics 365 Business Central 22. Moving Existing ISV Solutions to the New Extension Model 23. Useful and Proficient Tools for AL Developers 24. Other Books You May Enjoy

Understanding the Business Central ML Framework

Building your own (custom) ML model from scratch could be complicated. It usually requires experience in Python, R, or services such as Azure ML Studio. If you don't want to invest in that but still want to use the power of AI with your data, you can use Dynamics 365 Business Central ML Framework.

Technically, it can be divided into four different frameworks:

  • The Time Series API
  • The ML Prediction API
  • The custom Azure ML API
  • The custom Vision API

Each framework is intended for its own task and uses different algorithms:

  • For example, with the Time Series API, you can predict numbers (such as sales and quantities) with the power of regression algorithms just by knowing dates and numbers from the past.
  • With the ML Prediction API, you can predict classes, such as yes/no or colors.
  • The Custom Azure ML API allows...
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