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 19, 2021 | .NET, AI, C#
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...
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...
Apr 5, 2021 | .NET, AI, C#
In one of the previous articles, we explored image classification as one of the most common computer vision problems. However, this type of problem is not applicable to more complex projects, like let’s say self-driving cars. Problems from the real world usually...
Mar 29, 2021 | AI in Business
In an ecosystem that has become increasingly integrated with huge chunks of data and information traveling through the airwaves, Big Data has become irreplaceable for establishments. From day-to-day business operations to detailed customer interactions, many ventures...
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...
