Machine Learning with ML .NET and C#

Machine Learning | Generative AI | ML .NET | C# | .NET Core | AI | Artificial Intelligence

What you'll learn
- Understand the Fundamentals of Generative AI
- Integrate Azure AI Services with .NET
- Work with Natural Language Processing (NLP)
- Develop AI-Enhanced Applications
- Develop generative AI solutions using .NET and Azure OpenAI Services
- Integrate with Azure AI Cognitive Services
- Explore Machine Learning Fundamentals
- Develop and train models using Azure ML
- Use ML Builder to develop and train local neural network models
- Implement grounded Retrieval-Augmented Generation (RAG) generative AI applications
- Use Azure AI Studio to explore and deploy OpenAI models for text and image generation
- Explore and implement GPT and DALL-E OpenAI models

Requirements
- Some experience with C#
- Knowledge of basic web development concepts

Description
Artificial Intelligence is no longer “coming soon”—it’s here, reshaping the way we build software. This course is your practical entry point intoMachine Learning (ML), built around the power of.NET and ML .NET. Whether you’re a C# developer curious about AI or a beginner eager to understand how modern applications learn from data, this course takes you step by step from the fundamentals to implementation.

Inside, you’ll:

Learn thehistory and key concepts of AI and machine learning

Understandsupervised, unsupervised, and reinforcement learning

Exploreneural networksand their role in intelligent systems

Set up yourdevelopment environment with Visual Studio & VS Code

UseML .NET Model Builderto prepare, train, and evaluate models

Deploy trained models in a.NET console appand a.NET API

Get introduced toGenerative AI—what it is, why it matters, and its ethical implications

Accessresources, community links, and source codefor continued learning

By the end of this course, you’ll have built and consumed your own machine learning models using ML .NET and C#, with the confidence to take your next steps into AI development.

This is a beginner-friendly yet practical course—perfect for:

C#/.NET developers curious about AI

Software engineers looking to expand into ML & AI

Students and tech enthusiasts who want hands-on exposure to Generative AI and ML .NET

No advanced math degree required—just your curiosity, Visual Studio, and a willingness to learn.

Join today and start building AI-powered applications with ML .NET!

Who this course is for:
- Developers
- Technical Leads
- Business Managers
More Info