Transformers: Pay attention

What do Megan Fox and Michael Bay have to do with machine learning? No, this is not an analysis of the successful film series. From the 12th of June 2017 transformers are not only those cool cars turning into robots. With the publication of Google’s scientific paper “Attention is all you need”, the word “transformer” […]

Lying with data

“Research has shown” You must have read at least once an article on a topic that you understand very well, only to be shocked at how badly it was conveyed by journalists. You have probably felt a very strong feeling of discomfort that a member of Generation Z would describe with the word “cringe”. Maybe […]

neo4j for retail

Neo4j for Retail

In our last blog post Neo4j for Telecoms we showed some examples of the usage of graph databases in the telecommunications industry. In this blog post, we will take a peek into the world of retail and discover how graph databases can help in personalizing a customer’s purchase or in analyzing the supply chain. But […]

računalni vide u trgovini

Computer vision goes to the store

It has been estimated that 76% of all shopping decisions are made on the spot. Naturally you could assume that most of the shopping is done impulsively, which is precisely the assumption manufacturers and distributors rely on when investing heavily in this final sales step. Retail execution is a term that describes the optimization of […]

Exploit the power of deep learning with IBM Watson Machine Learning

Artificial intelligence is older than the Internet, while the term “artificial intelligence” was coined for the 1956 Dartmouth College Summer Research Workshop. Since then, artificial intelligence has occasionally, but always strikingly, come to the center of attention. Nowadays, we use artificial intelligence on a daily basis, and there is almost no industry in which artificial […]

Machine Learning deployment services

The main goal of this blog is to demonstrate how to serve a deep learning model for image classification. The most widely used tools for serving deep learning models via API are NVIDIA Triton Inference Server, TensorFlow Serving and TorchServe. TensorFlow Serving is used to serve deep learning models implemented in the TensorFlow framework and […]

Uvod u Docker

Introduction to Docker

In this blog, we will introduce to you the Docker containerization platform. We will explain the difference between a container and a virtual machine (VM) and list some advantages and disadvantages. We will then walk you through the basic commands and finally run a simple Django app inside the Docker container. Containers vs virtual machines […]

programski jezik Python

The rise of the Python programming language

Python is a programming language which over the last decade had a continuously secured place among the most popular programming languages in the world, and this year, too, it seems that there is no end to its rise in popularity. Today it can be found everywhere, whether in the industry or in the academic domain. […]

News and trends in the world of data science

Following the latest news and developments in the world of artificial intelligence, or more closely, in the world of data science, can be quite a challenging task. There is a lot of news, trends change day by day, scientific articles are published on a daily basis and it is difficult to filter all the information […]