C# MongoDB Guide

C# MongoDB Guide

The code that accompanies this article can be received after subscription* indicates required Email Address * The world of NoSQL really boomed in the 10s. It gave us more options in choosing databases than in the past few decades. Now, we can think about the...
Implementing & Testing Repository Pattern using Entity Framework

Implementing & Testing Repository Pattern using Entity Framework

There are many blog posts and misconceptions about Repository Pattern, especially since the introduction of the OR/M libraries, like Entity Framework. In this article, we will investigate why this pattern is still useful, what are the benefits of using it and how we...
Implementing Simple Neural Network in C#

Implementing Simple Neural Network in C#

Often we forget that we stand on the shoulders of giants. Machine Learning, Deep Learning and AI have gained such traction, that there are many frameworks available. Today, it is really easy to pick the framework (for example ML.NET) of our choosing and start the...
Using Huggingface Transformers with ML.NET

Using Huggingface Transformers with ML.NET

Subscribe and receive free guide -Ultimate Data Visualization Guide with Python* indicates required Email Address * Recently I had a request from a client to improve their NLP models in their solution. The request wouldn’t be so intriguing if  it didn’t...
Machine Learning with ML.NET – NLP with BERT

Machine Learning with ML.NET – NLP with BERT

So far, in our ML.NET journey, we were focused on computer vision problems like Image Classification and Object Detection. In this article, we change a direction a bit and explore NLP (Natural Language Processing) and the set of problems we can solve with machine...