dsc's Introduction

Data Science with C# and ML.NET

This repository contains all course assignments of my Data Science with C# and ML.NET course and will get you up to speed with Microsoft's new ML.NET library.

By working through the code examples, you will learn how to design, train, and evaluate complex AI models with simple C# code. I'll provide you with all the code, libraries, and data sets you need to get started.

Please note that this repository only contains code examples with no additional support.

If you prefer a full-featured e-learning experience with live coaching, please check out my online course here:

https://www.machinelearningadvantage.com/datascience-with-csharp

Transforming data: Processing California housing data

Regression: Predict taxi fares in New York

Case study: Predict house prices in Iowa

Binary classification: Predict heart disease in Ohio

Case study: Detect credit card fraud in Europe

Multiclass classification: Recognize handwriting

Evaluating models: Detect SMS spam messages

Case study: Flag toxic comments on Wikipedia

Decision trees: Predict Titanic survivors

Case study: Predict Diabetes in Pima indians

Ensembles: Predict bike demand in Washington DC

Clustering: Classify Iris flowers

Recommendation: Build a movie recommender

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dsc's Issues

Unable to load shared library 'plplot' on Linux

After I copy the plplot files in Ubuntu 19.04 x64 with the following command cp ./runtimes/linux-x64/native/lib* ., I get the error that the project could load the library

~/Dev/LoadingData$ dotnet run
Loading data...
Unhandled exception. System.DllNotFoundException: Unable to load shared library 'plplot' or one of its dependencies. In order to help diagnose loading problems, consider setting the LD_DEBUG environment variable: libplplot: cannot open shared object file: No such file or directory
   at PLplot.Native.mkstrm(Int32& p_strm)
   at PLplot.PLStream..ctor() in C:\projects\plplotnet\PLplotNet\PLStream.cs:line 24
   at LoadingData.Program.Main(String[] args) in ~/Dev/LoadingData/Program.cs:line 29

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dsc's Introduction

Data Science with C# and ML.NET

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Unable to load shared library 'plplot' on Linux

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