Let's go on a quest through the .NET kingdom, where Python is just a snake and the cloud is weather! In 'Building Intelligent .NET MAUI Apps with ML.NET,' we explore the magical world of machine learning and mobile apps, armed solely with .NET. With ML.NET, we'll train a sentiment analysis model that seamlessly integrates into our .NET MAUI app, enabling sophisticated offline analysis right in the palm of our hands. Prepare to cast aside other languages and technologies, as we prove that everything you need for enchanting applications can be found within the .NET universe. It's a tale of code, where .NET alone is the hero of our story.

By the end of this session, attendees will gain some basic insight into machine learning, learn how to approach a classification problem, and discover the initial steps to train a classification model using ML.NET. Furthermore, the'll see how to integrate this model within a .NET MAUI application for real-time predictions, showcasing the seamless blend of ML and mobile app development entirely within the .NET ecosystem.