Develop decision support solutions with Azure AI Services

Microsoft via Microsoft Learn

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Overview

“Develop Decision Support Solutions with Azure AI Services” is a practical course designed for developers, data analysts, and solution architects aiming to build intelligent systems that enhance business decision-making using Microsoft Azure’s AI capabilities. This course focuses on integrating AI into enterprise workflows to analyze data, generate insights, and recommend actions that drive more informed and timely decisions. Learners will explore a range of Azure AI services including Azure Machine Learning, Cognitive Services, and Azure OpenAI to create custom models, natural...

Syllabus

Module 1: Module 1: Classify and moderate text with Azure Content Moderator
- Introduction
- Overview of text moderation
- Create and subscribe to a Content Moderator resource
- Exercise - Test text moderation by using the API testing console
- Knowledge check
- Summary

Module 2: Module 2: Make recommendations with Azure AI Personalizer
- Introduction
- Create Azure AI Personalizer resource
- Configure a learning loop
- Configure learning behavior
- Import and export model and learning settings
- Use inference explainability
- Run evaluations
- Use AI Personalizer with Visual Studio Code Notebooks to simulate a loop
- Knowledge check
- Summary