AI Integration via Azure OpenAI and ML.NET

This course introduces the integration of advanced AI capabilities into applications using Azure OpenAI services and ML.NET. Participants will learn how to harness powerful pre-trained AI models from Azure OpenAI for natural language processing and generation, alongside building, training, and deploying custom machine learning models with ML.NET. The course covers key concepts including AI fundamentals, Azure OpenAI API usage, model customisation, and embedding ML.NET models into .NET applications.

15 hours · 10 sessionsCAD $590IntermediateHands-On Learning
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What you'll learn

  • Understand core AI concepts and the capabilities of Azure OpenAI services and ML.NET
  • Use Azure OpenAI APIs to implement natural language processing, text generation, and other AI functionalities
  • Build, train, and evaluate custom machine learning models using ML.NET
  • Integrate Azure OpenAI and ML.NET models into .NET applications effectively
  • Apply best practices for performance, security, and scalability in AI integration

Prerequisites

Introduction to C# .NET Programming and Introduction to Microsoft Azure recommended.

Part of the AI & Machine Learning Track

Integrate intelligence into your applications.

1 course · approx. 3–4 weeksIntermediate
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Course Modules

7 modules · instructor-led, hands-on delivery

01Introduction to AI and Microsoft AI Ecosystem
02Getting Started with Azure OpenAI Service
03Introduction to ML.NET
04Building and Training ML Models with ML.NET
05Integrating AI Models into .NET Applications
06Deployment and Scaling AI Solutions
07Advanced Topics and Future Trends

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CAD $590 · Get in touch and we'll get you started in AI Integration via Azure OpenAI and ML.NET.

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