Lynda - ML.NET: Getting Started

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ML.NET Getting Started [3] 2. Introduction to the ML.NET API and Tools
  • [7] Solution Use ML.NET API and tools to build a model.mp4 (15.7 MB)
  • [1] Introducing the ML context.mp4 (2.3 MB)
  • [2] High-level look at the ML.NET API.mp4 (5.0 MB)
  • [3] Using the ML.NET CLI.mp4 (8.1 MB)
  • [4] Using the ML.NET model builder.mp4 (9.5 MB)
  • [5] Building models with AutoML.mp4 (14.3 MB)
  • [6] Challenge Use the ML.NET API and tools to build a model.mp4 (2.6 MB)
[1] Introduction
  • [1] Get started with ML.NET.mp4 (3.2 MB)
  • [2] What you should know.mp4 (782.3 KB)
[2] 1. Machine Learning and ML.NET
  • [1] What is machine learning.mp4 (7.0 MB)
  • [2] What machine learning isn't.mp4 (4.0 MB)
  • [3] Current state of machine learning.mp4 (6.3 MB)
  • [4] What is ML.NET.mp4 (3.6 MB)
  • [5] Why use ML.NET.mp4 (7.7 MB)
  • [6] Using ML.NET in Visual Studio.mp4 (4.4 MB)
  • Downloaded from 1337x.html (0.5 KB)
  • [4] Conclusion
    • [1] Next steps.mp4 (950.7 KB)
    Exercise Files
    • Resources Handout.pdf (24.1 KB)
    • 02_03
      • machine.csv (8.6 KB)
      02_05 Begin AutoML_Begin
      • AutoML_Begin.sln (1.1 KB)
      • AutoML_Begin
        • AutoML_Begin.csproj (0.3 KB)
        • machine.csv (8.6 KB)
        • Program.cs (0.2 KB)
        End AutoML_End
        • AutoML_End.sln (1.1 KB)
        • AutoML_End
          • AutoML_End.csproj (0.4 KB)
          • machine.csv (8.6 KB)
          • Program.cs (0.9 KB)
          02_07
          • AutoML_Challenge_Solution.sln (1.2 KB)
          • AutoML_Challenge_Solution
            • auto.txt (25.3 KB)
            • AutoML_Challenge_Solution.csproj (0.4 KB)
            • Program.cs (0.9 KB)

Description

Knowledge should not be limited to those who can afford it or those willing to pay for it.
If you found this course useful and are financially stable please consider supporting the creators by buying the course :)



ML.NET: Getting Started






Course details
If you’re looking to get into the world of machine learning models, but don’t know where to start, ML.NET is free software machine learning library for C# that allows you to build models without having to know all the theory behind machine learning. In this course, Jonathan Wood introduces you to ML.NET and shows how you can use it to leverage machine learning within your .NET applications. Jonathan starts with the basics of machine learning and covers both what it’s good for and scenarios when it’s not the best option. He then gets into the tools that you can utilize to help you get started building machine learning models. By the end of this course, you’ll have a better idea of the benefits of using ML.NET and why it’s a great tool for C# developers who are interested in machine learning.


Get started with ML.NET
“ - [Jonathan] Are you a C# developer and have wanted to build machine learning models but didn't know how to get started? Do you want to build those models without having to know all the theory behind machine learning? ML.NET is a .NET framework for building machine learning models. It also has a few tools that you can utilize to help you get started building those models with little or even no code. I'm Jonathan Wood and I'm a contributor to the ML.NET repository. In this course, we'll discuss the basics of machine learning and introduce you to ML.NET, and we'll also go beyond theory and actually build machine learning models with the ML.NET tools. So let's get started learning about ML.NET.



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95.5 MB
seeders:4
leechers:6
Lynda - ML.NET: Getting Started


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