Building Smarter Chatbots with ML.NET: Creating Custom Models with Model Builder
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 10 Lessons (48m) | Size: 121.4
Use your custom data to create and train models with the help of .NET and Azure. Machine learning is here and with it comes a multitude of opportunities for developers to apply it and use it in a variety of applications. This video will teach you how you can use Model Builder inside Visual Studio to create a model. You can then easily integrate the model you build into all kinds of applications including chatbots. You will discover that the custom model created with ML.NET will ensure the most accurate response for your type of data.
The video begins with a general overview of bots and the tools you need to create them. You'll then learn how to create a bot using Azure. And finally you will dive into the specifics of ML.NET and Model Builder to learn how you can integrate your custom model with the Azure Web App Bot.
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 ML.NET capabilities
Understand how ML.NET Model Builder works
Who This Video Is For
Developers and engineers who are familiar with C# and .NET and interested in learning about bots, machine learning, custom ML models, and ML.NET.
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