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This course aims to introduce .NET developers to machine learning basics and demonstrate how they can integrate machine learning into their .NET applications using tools like ML.NET and other Microsoft offerings. The learning outcomes include understanding the fundamentals of machine learning and gaining the ability to implement machine learning in .NET projects. The course is taught through an introductory talk format and is designed for .NET developers who are interested in incorporating machine learning into their skill set without having to learn new programming languages or pursue a data science degree.