Ultimate Guide to Machine Learning with ML.NET

Ultimate Guide to Machine Learning with ML.NET

Check out new guide with ML 1.0 here. Code that accompanies this article can be downloaded here. Several months ago I wrote a series of articles about ML.NET. Back then ML.NET was at its infancy and I used 0.3 version to solve some real-world problems. One of my...
Restricted Boltzmann Machine Series

Restricted Boltzmann Machine Series

The path to learning story of Restricted Boltzmann Machine is bumpy. First, we needed to learn what are Energy-Based Models, the group of machine learning models that Restricted Boltzmann Machine is a part of. Then we need to explore functionalities of vanilla...
Asynchronous Programming in .NET – Motivation and Unit Testing

Asynchronous Programming in .NET – Motivation and Unit Testing

It has been a long time since .NET version 4.5 was released. To refresh our memory, that happened on August 15th, 2012. Yes, six years ago. Feel old yet? Well, it was not my intention to bum you out but to remind you about some of the highlights of .NET release. One...
Exploring Dependency Injection in C# – part 1.

Exploring Dependency Injection in C# – part 1.

I remember the first time I got on stage with one of my bands. All the rehearsals and practices came down to one moment when we all needed to work together as one. Sounds from our instruments should merge into one, and if either one of us makes a mistake, the songs...