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AI & Machine Learning TrackIntermediate

AI & Machine Learning

Integrate intelligence into your applications.

Learn to build AI-powered applications using Azure OpenAI and ML.NET. This course bridges the gap between theory and practice — you'll leave with working AI integrations you can show employers.

1 course · approx. 3–4 weeksIntermediate

What you'll be able to do

Integrate Azure OpenAI APIs into .NET applications
Build and train machine learning models with ML.NET
Implement natural language processing features
Deploy AI models to production environments

Courses in this track

1 course · taken in sequence for best results

01
AI Integration via Azure OpenAI and ML.NET15 hours · 10 sessionsCAD $590

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.

Learning outcomes

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
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