Setting up Ubuntu on GPU EC2 in AWS for ML with PyTorch – part 2

In the first part of this post, we showed you how to set up a G2 class EC2 host in the AWS cloud and how to install Tesla GPU drivers for the Ubuntu operating system on it. Now all that’s left to do is to configure the PyTorch environment and run it on the interactive […]

Setting up Ubuntu on GPU EC2 in AWS for ML with PyTorch – part 1

In this post, we will show you how to configure your Ubuntu GPU EC2 instance in Amazon Web Services from start to finish so that you can perform Deep Learning tasks on it. At NubiSoft, we usually implement machine learning with less popular cloud service providers, because AWS is not the cheapest, and the learning […]

The concept of map-reduce computing approach on example of Python (declarative vs imperative iteration)

This post is a St. Nicholas’ Day gift for one of my students who asked to explain the concept of map-reduce used to solve computationally complex problems. I will do this, on the example, using Python language, which is known for its brevity. At the same time, I will be happy to test a new […]

How to make beautiful offline plots in a few lines of code in Python

We all love watching beautiful and self-understanding plots instead of a bunch of data presented in tabular forms. Also, we want to present our data as plots to be more convincing. There are numerous platforms and tools to help us with this job, starting from common office suits and ending with dedicated software packages or […]