LinkedIn – Natural Language Processing with ML.NET by Microsoft Press 2024-5

Course Natural Language Processing with ML.NET by Microsoft Press. In today’s world, machine learning is everywhere. We use machine learning-based applications every day, like choosing the next series to watch based on Netflix recommendations or asking Alexa to play our favorite song. If you’re a developer, you might think of machine learning as a separate art practiced by an elite group of data scientists and statisticians. You may not be sure how it fits into app development. In this course, you’ll discover how the ML.NET framework was designed to promote the art of machine learning and make it accessible to all developers, and ease the experience of integrating a trained model into an existing or new .NET solution. Learn about ML.NET and how it differs from other machine learning frameworks, the basic concepts of machine learning and deep learning, and how natural language processing models work.

important points:

• This course is not suitable for beginners in machine learning or natural language processing.
• You should have a basic understanding of C# programming and the .NET Framework.
• You must have access to Visual Studio and ML.NET.

Skills you will gain:

• Natural Language Processing (NLP)
• .NET framework

What you will learn:

• In this course, you will learn how to use ML.NET to perform natural language processing tasks such as text classification, named entity extraction, and sentiment analysis.
• You will get to know the principles of machine learning and deep learning.
• You will learn how to train and deploy your own natural language processing models.
• You’ll learn how to integrate natural language processing models into your existing or new .NET applications.

This course is suitable for people who:

• There are .NET developers who want to learn more about natural language processing using ML.NET.
• Data scientists are those who want to use ML.NET to build natural language processing models.
• Anyone interested in learning how to use machine learning for natural language processing.

Description of Natural Language Processing with ML.NET course by Microsoft Press

• Publisher: LinkedIn
• Lecturer: Carlotta Castelluccio , Microsoft Press
• Education level: Intermediate
• Training duration: 2 hours and 55 minutes

Course headings

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387 MB