Building AI-Powered Application with .NET

Course Overview

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. In this comprehensive course, you'll learn how to build AI-powered applications using .NET. By exploring both foundational concepts and advanced tools, you'll gain the skills to integrate machine learning models, generative AI, and Azure AI services into .NET-based applications. You’ll also work with popular tools like ML.NET, Microsoft Copilot, and Azure Machine Learning to craft solutions that enhance your projects and workflows. You’ll begin by exploring the evolution of AI and machine learning, covering both foundational theory and real-world applications. From there, you'll dive into the development environment, setting up Visual Studio and ML.NET to train models and integrate them into .NET applications. As you progress, you'll discover powerful tools such as Azure AI and OpenAI, leveraging these technologies to build intelligent applications, including sentiment analysis tools and image classifiers. This course is ideal for developers who want to integrate cutting-edge AI techniques into their applications. With practical exercises on creating and deploying AI models, you'll not only understand the theory but also be able to implement AI solutions across multiple platforms.