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Guide to Machine Learning with ML.NET 1.0

Guide to Machine Learning with ML.NET 1.0

As a person coming from .NET world, it was quite hard to get into machine learning right away. One of the main reasons was the fact that I couldn’t start Visual Studio and try out these new things in the technologies I am proficient with. I had to solve another...
Deep Q-Learning with Python and TensorFlow 2.0

Deep Q-Learning with Python and TensorFlow 2.0

In the previous two articles we started exploring the interesting universe of reinforcement learning. First we went through the basics of third paradigm within machine learning – reinforcement learning. Just to freshen up our memory, we saw that approach of this...
Understanding Cross-entropy

Understanding Cross-entropy

A couple of days ago a friend of mine, who started exploring deep learning, asked me “Hey man, can you explain this Cross-entropy thing to me?”. Now, that is a tough question, because this topic is never set with me right. My self-doubt kicked in, so in my...
Guide to Exploratory Data Analysis with Python

Guide to Exploratory Data Analysis with Python

The code that accompanies this article can be downloaded here. Do you have a feeling that wherever you turn someone is talking about artificial intelligence? Terms like machine learning, artificial neural networks and reinforcement learning, became these big buzzwords...
Mathematics for Artificial Intelligence Series

Mathematics for Artificial Intelligence Series

Machine Learning, Neural Networks and Artificial intelligence are big buzzwords of the decade. It is not surprising that today these fields are expanding pretty quickly and are used to solve a vast amount of problems. We are witnesses of the new golden...
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