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Building Smarter Chatbots with ML.NET: Creating Custom Models with Model Builder

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Course Features

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Duration

48 minutes

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Delivery Method

Online

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Available on

Limited Access

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Accessibility

Desktop, Laptop

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Language

English

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Subtitles

English

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Level

Intermediate

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Teaching Type

Self Paced

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Video Content

48 minutes

Course Description

Azure and.NET allow you to use your custom data to create models and train them. Machine learning is now available and developers have many options to use it in a variety applications. This video will show you how to use Model Builder within Visual Studio to create models. The model you create can be easily integrated into any number of applications, including chatbots. The best model built with ML.NET will provide the most accurate response to your data type. The video starts with a brief overview of bots and the tools required to create them. Then, you'll learn how to create your own bot using Azure. Finally, you'll learn about ML.NET and Model Builder, and how to integrate your custom model with Azure Web App Bot.

Course Overview

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International Faculty

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Post Course Interactions

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Instructor-Moderated Discussions

Skills You Will Gain

What You Will Learn

Understand what a bot is

Work with Microsoft Bot Framework on Azure

Create a bot on Azure

Build a simple natural language understanding model for a bot

Implement data normalization

Use the MLNET capabilities

Understand how MLNET Model Builder works

Target Students

Developers and engineers who are familiar with C# and NET and interested in learning about bots, machine learning, custom ML models, and MLNET

Course Instructors

Veronika Kolesnikova

Instructor

Veronika Kolesnikova is the instructor for this course
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