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 into Machine 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 the history and key concepts of AI and machine learning Understand supervised, unsupervised, and reinforcement learning Explore neural networks and their role in intelligent systems Set up your development environment with Visual Studio & VS Code Use ML .NET Model Builder to prepare, train, and evaluate models Deploy trained models in a .NET console app and a .NET API Get introduced to Generative AI—what it is, why it matters, and its ethical implications Access resources, community links, and source code for continued learningBy 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 AISoftware engineers looking to expand into ML & AIStudents and tech enthusiasts who want hands-on exposure to Generative AI and ML .NETNo 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

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