In this module, we will dive into the core concepts of AI and machine learning, discussing their history, applications, and ethical considerations. You'll also gain a deeper understanding of how these fields have evolved and their current state.

In this module, we will cover the fundamentals of machine learning, including algorithms, training procedures, and types of machine learning. This will lay the groundwork for understanding how to develop and deploy machine learning models.

In this module, we will guide you through setting up the development environment for AI-powered applications using .NET. You'll ensure the right tools and configurations are in place to begin building your AI solutions.

In this module, we will explore ML.NET, its features, and its role in machine learning development. You’ll learn to create projects, load data, train models, and integrate them into .NET applications.

In this module, we will dive into generative AI tools like Azure OpenAI and GitHub Copilot. You’ll learn to use these tools to improve productivity and create smarter AI-driven solutions.

In this module, we will introduce Microsoft Azure’s AI services and demonstrate how to set them up for your projects. You’ll also explore tools for content moderation and safety using Azure services.

In this module, we will explore Azure Machine Learning, its capabilities, and the process of deploying and testing machine learning models. You’ll also learn to integrate them into .NET applications for real-world use cases.

In this module, we will show you how to leverage Azure AI Cognitive Services to create intelligent applications. You’ll work with text and image processing tools to build real-world AI-powered solutions.

In this module, we will dive into the world of generative AI with Azure OpenAI, teaching you how to build intelligent chat agents, create code with AI, and generate images using advanced AI models.

In this final module, we will provide important guidance on managing Azure resources and review the key takeaways from the course. You’ll be ready to apply your new AI development skills confidently.