Sleep Tracking Platform Case Study

DataArt published a new case study about scaling horizontally a healthcare sleep tracking IoT solution and reducing OpEx. Please read the detailed information here.

Amazon Alexa Virtual Device Project

DataArt’s team has released the latest version of an Amazon Alexa virtual device project (version 1.1). https://github.com/devicehive/AlexaDevice/releases/tag/v1.1 . This project aims to provide the ability to bring Alexa to any Linux device including embedded systems like Raspberry Pi boards. The binary release is packed into a snap package, which is a perfect way to deliver this project.

Short instructions to run it with snap:

  1. You need to create your own Alexa Device on the Amazon developer portal. Follow this manual to create your

Using GPUs for training Tensorflow models

In recent years, there has been significant progress in the field of machine learning. Much of this progress can be attributed to the increasing usage of graphics processing units (GPUs) to accelerate the training of machine learning models. In particular, the extra computational power has lead to the popularization of Deep Learning – the use of complex, multi-level neural networks to create models, capable of feature detection from large amounts of unlabeled training data.

GPUs are so well-suited to deep learning because the type of