Self- Organizing Maps Series
So far in our artificial neural network series, we have covered only neural networks that are using supervised learning. To be more precise, we only explored neural networks that have input and output data available to them...
Credit Card Fraud Detection Using Self-Organizing Maps and Python
In the previous three articles, we explored the world of Self-Organizing Maps. First, we got some theoretical background on the subject. Then in the second article, we saw how we could implement Self-Organizing Maps using...
Implementing Self-Organizing Maps with .NET Core
The code that accompanies this article can be downloaded here. In the previous articles, we explored what Self-Organizing Maps are and how you can implement them using Python and TensorFlow. One of the most interesting things...
Introduction to Self-Organizing Maps
So far in our artificial neural network series, we have covered only neural networks that are using supervised learning. To be more precise, we only explored neural networks that have input and output data available to them...
Asynchronous Programming in .NET Series
Asynchronous programming was incorporated into .NET a long time ago. To be more exact, asynchronous programming was introduced with 4.5 version of .NET. That happened on August 15th, 2012. Yes, six years ago. Yes, more than half...
Speech Recognition with Python Crash Course
Have you ever wondered how Amazon Alexa can understand what are you saying? For me, the first experience with these devices was mind-blowing. As a nerdy kid, I always dreamed of having a voice-controlled computer and...
Machine Learning with ML.NET Series
It's been more than sixty years since Alan Touring proposed an idea about 'learning machine' that could learn and become artificially intelligent. A lot had happened since then. Machine Learning and Artificial Intelligence as...
Machine Learning with ML.NET – Comparing Data Exploration in Python with Data Exploration in ML.NET
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...
Machine Learning in ML.NET – Using Machine Learning Model in ASP.NET Core Application
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...
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