Transformer with Python and TensorFlow 2.0 – Attention Layers

Transformer with Python and TensorFlow 2.0 – Attention Layers

In the previous article, we got a chance to get familiar with the architecture of Transformer. Not just that, but we explored all architectures that came before it and what problems did they have, like Recurrent Neural Networks and Long Short Term Memory Networks. We...
Introduction to Transformers Architecture

Introduction to Transformers Architecture

We know that we used logo from Transformers in the featured image, so if you are a toy/movies/cartoon fan, sorry to disappoint you. We won’t cover any of those topics in this blog post. However, if you are data science and deep learning fan, you are in the right...
Deep Convolutional Q-Learning with Python and TensorFlow 2.0

Deep Convolutional Q-Learning with Python and TensorFlow 2.0

So far in our journey through the world of reinforcement learning we covered several topics. First we kicked it off with introduction to reinforcement learning and we saw how this paradigm functions. Then we learned the simplest from of it – Q-Learning. Finally,...
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...
TO-DO or not TO-DO

TO-DO or not TO-DO

This is a guest post by Ana Marija Ćirić. Have you ever gone to the grocery store with a shopping list of 3 items in your mind thinking you don’t have to write those 3 things down because it’s simple enough to keep them in your head? Then, after checking a...