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Manage intelligent recommendations in Dynamics 365 Commerce

Offered By: Microsoft via Microsoft Learn

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Microsoft Dynamics Courses Artificial Intelligence Courses Machine Learning Courses User Experience Courses Dynamics 365 Commerce Courses

Course Description

Overview

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  • Module 1: Product recommendations is a customer shopping feature in Dynamics 365 Commerce. The recommendations are based on the purchase trends of other customers in online and brick-and-mortar stores. Purchase trends are analyzed by using artificial intelligence and machine learning, which help Commerce provide different types of relevant product recommendations.

    In this module, you will:

    • Learn how to enable and work with product recommendations.
    • Learn about machine learning recommendations and recommendation lists and parameters.
  • Module 2: Learn about the process from getting data to forming recommendations in Dynamics 365 Commerce.

    In this module, you:

    • Learn how data flows from Azure Data Lake to the Intelligent Recommendations service.
    • Discover the key data entities for Intelligent Recommendations.
    • Learn how to set up Azure Data Lake Storage for Intelligent Recommendations.
  • Module 3: Learn about recommendation models and user experience in Dynamics 365 Commerce.

    In this module, you'll:

    • Learn about customizing product recommendations to your organization's preferences.
    • Discover the parameter settings and their relevance in the recommendation process.

Syllabus

  • Module 1: Module 1: Work with product recommendations in Dynamics 365 Commerce
    • Introduction
    • Types of product recommendations
    • Shop similar looks
    • Enable product recommendations
    • Exercises
    • Check your knowledge
    • Summary
  • Module 2: Module 2: Data ingestion to recommendations for Dynamics 365 Commerce
    • Introduction
    • Set up Azure Data Lake storage
    • Enable production recommendations
    • Set up a data flow
    • Create recommendations with demo data
    • Check your knowledge
    • Summary
  • Module 3: Module 3: Recommendation models and user experience in Dynamics 365 Commerce
    • Introduction
    • Personalized recommendations
    • Point-of-sale recommendation experiences
    • Adjust product recommendation results
    • Create product recommendation results manually
    • Check your knowledge
    • Summary

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