Jun 28, 2021 | AI, Machine Learning, Python
The code that accompanies this article can be received after subscription * indicates required Email Address * So far in our journey through the Machine Learning universe, we covered several big topics. We investigated some regression algorithms,...
May 31, 2021 | AI, Python
Deepfakes have entered mainstream culture. These realistic-looking fake videos, in which it seems that someone is doing and/or saying something even though they didn’t, went viral a couple of years ago. Today artists and bands, like Steven Wilson and...
Apr 26, 2021 | .NET, AI, C#, Machine Learning
In the previous article, we have explored how we can use BERT with ML.NET for the question and answering NLP task. In this article, we explore another kind of NLP task – Sentiment analysis. This type of analysis is used to determine if some textual data is...
Apr 12, 2021 | .NET, AI, C#, Machine Learning
So far in our journey through Machine Learning with ML.NET, we used different machine learning algorithms to solve various tasks. Usually, at the end of each tutorial, we showed some metrics that determine how well the algorithms performed, but we haven’t...
Mar 22, 2021 | .NET, AI, C#, Machine Learning
It is always fun and educational to read deep learning scientific papers. Especially if it is in the area of the current project that you are working on. However, often these papers contain architectures and solutions that are hard to train. Especially if you want to...
Mar 15, 2021 | .NET, AI, C#, Machine Learning
From Netflix, Google, and Amazon, to smaller webshops, recommendation systems are everywhere. In fact, this type of system represents probably one of the most successful business applications of Machine Learning. Their ability to predict what users would like to read,...
