During the past couple of months I've read Emma Wedekind's article 101 Tips For Being A Great Programmer (& Human) several times. It is always good to be reminded of what your profession is all about and how to integrate…
Coming from the software development background, I am always surprised with the comments from some of the fellow data scientist colleagues that you can't be data scientist and software developer at the same time. Additionally, this was usually followed by…
This is a guest post by Gilad David Maayan. More and more businesses are choosing to store their data in the cloud because of the increased accessibility, high performance, and reliability that it offers in comparison to onsite storage. While…
One of the key-metrics in every business that defines success is SLA, or – Service Level Agreements. Metrics, or values that SLA defines are based off of the business it supports, and it may be anything that is needed: sales…
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?
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…
