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Hands-On Machine Learning for .NET Developers
on-demand course

Hands-On Machine Learning for .NET Developers

with Karl Tillström
June 2020
Beginner to intermediate
2h 47m
English
Packt Publishing
Closed Captioning available in English

Overview

In this 2 hr course, you'll learn how to use ML.NET to integrate machine learning into your .NET applications with ease. Explore techniques for training and retraining models, leveraging pre-trained TensorFlow models, and solving common business problems using advanced algorithms.

What I will be able to do after this course

  • Implement machine learning models in .NET applications efficiently.
  • Explore AutoML and Model Builder tools for rapid model training.
  • Use TensorFlow and ONNX pre-trained models for advanced solutions.
  • Master data preprocessing techniques for training ML models.
  • Understand practical applications such as price prediction and image classification.

Course Instructor(s)

Karl Tillström is an experienced software developer and educator with a strong background in .NET and machine learning. He has spent years teaching developers how to leverage ML.NET to build practical applications. His approachable teaching style focuses on hands-on learning and real-world application.

Who is it for?

This course is ideal for .NET developers looking to incorporate machine learning into their applications. If you have a basic understanding of C# and .NET, this course does not require prior machine learning knowledge. It's also suited for data scientists aiming to utilize ML.NET in their work.

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Publisher Resources

ISBN: 9781800205024