33 blog found for "alija"
We tested SpaCy: much more than a library for creating real natural language processing projects
Few abilities are as characteristic of human beings as language. According to the Aristotelian school, humans are rational animals who pursue knowledge for the mere fact of knowing. Without going into deep philosophical considerations that far exceed the purpose of this space for dissemination, we c…
Transfer Learning: how to train Deep Learning models in a cost-effective way
Have you ever wondered how Alexa is able to recognise our voice and understand what we are saying (sometimes better than others)? Have you ever stopped to think about how Google is able to search for images similar to the one we are providing it with? You probably know that these techniques belong t…
Why should you use Parquet files if you process a lot of data?
It's been a long time since we first heard about the Apache Hadoop ecosystem for distributed data processing. Things have changed a lot since then, and we now use higher-level tools to build solutions based on big data payloads. However, it is important to highlight some best practices related to ou…
The latest news in natural language processing: summaries of classic works in just a few hundred words
Artificial intelligence is increasingly present in our lives. However, its presence is increasingly subtle and unnoticed. As a technology matures and permeates society, it becomes more and more transparent, until it becomes completely naturalized. Artificial intelligence is rapidly going down this p…
The value of real-time data through a practical example
Life happens in real time and much of our life, today, takes place in the digital world. Data, our data, is the representation of how we live hybrid experiences between the physical and the virtual. If we want to know what is happening around us, we must analyze the data in real time. In this post,…
Low coding tools for data analysis
The democratisation of technology in all areas is an unstoppable trend. With the spread of smartphones and Internet access, an increasing number of people can access high-tech products and services without having to resort to advanced knowledge or specialists. The world of data is no stranger to thi…
Data products with GraphQ
When it comes to infrastructure, the foundation of our modern civilisation is based on concrete and steel. Wherever we look, large structures such as roads, buildings, cars, trains and planes are made of concrete and metal. In the digital world, everything is made of data and APIs. From the moment w…
Auto ML. A different approach to data science
It has been a long time since that famous article entitled “Data Scientist: The Sexiest Job of the 21st Century” was published in 2012. Since then, the field of data science has become highly professionalised. A multitude of techniques, frameworks and tools have been developed that accelerate the p…
New European strategy on open source software 2020-2023
Have you ever stopped to think about how much open source software you use in your day-to-day life without even being aware of it? From most of the apps on your smartphone, to your connected home devices, to the software running in your car. In all of these programs, much of the code is partly based…
Communicating your data analysis
Introduction
In this new post we introduce an important topic in the data analysis sector and that, however, tends to go unnoticed by most of the non-specialist audience. When we talk about advanced data analytics, we tend to think of sophisticated tools and advanced knowledge in machine learning a…
