In one of the previous articles, we kicked off the Transformer architecture. Because they are massive systems we decided to split implementation into several articles and implement it part by part. In this one, we cover Encoder and Decoder.
This article answers the question - What are the top four deep learning frameworks that you should know in 2019?
Forecasting, in business, is usually related to the certain volume of: sales, influx of calls, or anything that your company is doing, based off of the historical data.
In this and next couple of articles we will be able to see how one can implement one of these monumental architectures.
In this article, we explore the interesting architecture of Transformers, a special type of sequence-to-sequence models used for language modeling, machine translation, etc.
Now, if there is something that data scientists like to do, is merge concepts and create new beautiful and unexpected models. That is why in this article, we will find out what happens when we give the learning agent ability to "see", i.e. what happens when we involve convolutional neural networks into Deep Q-Learning framework.
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…
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…
The code that accompanies this article can be downloaded here. In the previous article, we got familiar with reinforcement learning and the problem it is trying to solve. Reinforcement learning is the third paradigm or third type of learning in the…
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…
MongoDB has quickly become the foremost NoSQL database on the market, having been adopted by companies of all sizes for the various benefits it offers toward building modern applications. In this interactive course, you'll get to see for yourself why there's so much hype around MongoDB, and learn all about how to use it.
