In the previous articles, we explored possibilities of ML.NET, Microsoft's machine learning framework, quite a bit. In the first article of the series, we got familiar with machine learning concepts and run through some ML.NET basics. Then we solved some…
The code that accompanies this article can be downloaded here. In the previous articles, we explored how we can use Microsoft's new framework for machine learning - ML.NET. We used different datasets for different purposes and explored how to solve…
Code that accompanies this article can be downloaded here. In the first article of machine learning in ML.NET saga, we explored basics of machine learning and we got our first look at Microsoft's framework for this purpose. There we mentioned that…
Code that accompanies this article can be downloaded here. In the previous article, we had a chance to look at the basics of machine learning and we got introduced to the way ML.NET framework is working. For that purpose, we have…
Code that accompanies this article can be downloaded here. Last month, at their Build event, Microsoft shared with us plans for .NET Core 3. Wile the accent was the transformation of desktop applications and support for Windows Forms and WPF,…
It is not a secret that Craft Conference inspired me, or at least gave me the necessary push to finally start my own blog. Last year I wrote in details about my wonderful experience at this conference and decided to do…
In the previous article, we talked about the way that powerful type of Recurrent Neural Networks - Long Short-Term Memory (LSTM) Networks function. Now, we will see how to implement this kind of networks.
Remember how in the previous article we've said that we can predict text and make speech recognition work so well with Recurrent Neural Networks? The truth is that all the big accomplishments that we assigned to RNNs in the previous article are…
Have you ever wondered how predictive text algorithm works? How exactly does that speech recognition software know our voice? As for image classification, convolutional neural networks were turning the whiles behind the scene, for these kinds of problems we are using Recurrent…
Have you ever wondered, how does Snapchat detect faces? How do self-driving cars know where a road is? You are right, they are using special kind of neural networks used for computer vision - Convolutional Neural Networks. In the previous article, we had…
