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...
Feb 8, 2021 | .NET, AI, C#, Machine Learning
In a previous couple of articles, we explored some basic machine learning algorithms. Thus far we covered some simple regression algorithms, classification algorithms. We used ML.NET implementation and application of these algorithms. Up to this point, we explored...
Feb 18, 2019 | .NET, AI, Machine Learning
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...
Jan 7, 2019 | .NET, AI, C#, Machine Learning, Python, 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...
