Course

Advanced Machine Learning with C# and ML.NET

Learn how to build advanced machine learning applications in C# with Microsoft’s new ML.NET library, using deep neural networks, decision trees, ensembles, clustering and recommender systems.

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Details

This training course will show you how to build complex machine learning applications in C# with Microsoft’s ML.NET machine learning library. You’ll gain a solid understanding of advanced concepts such as deep neural networks, decision trees, bagging-, boosting- and stacking ensembles, k-fold cross validation, clustering and recommender systems.

As you progress through the course material, you’ll design, train, and evaluate sophisticated machine learning models on your computer using C# and ML.NET.

I'll provide you with all required datasets, source code, and libraries to help you get started and build your own machine learning applications with confidence.

Modules

Deep Neural Networks (6 lessons)

Evaluating Machine Learning Models (6 lessons)

Decision Trees (4 lessons)

Ensemble Models (5 lessons)

Available as Team Training

We can deliver the Advanced Machine Learning with C# and ML.NET course for you as an instructor-led team training, on-site or online, tailored to your business goals, tech stack, and schedule, with Microsoft courseware, interactive student labs, and certification exam vouchers.