9 posts found
Open source auto machine learning tools
The increasing complexity of machine learning models and the need to optimise their performance has been driving the development of AutoML (Automated Machine Learning) for years. This discipline seeks to automate key tasks in the model development lifecycle, such as algorithm selection, data process…
Data and technology books to give as Christmas presents
As we do every year, the datos.gob.es team wishes you happy holidays. If this Christmas you feel like giving or giving yourself a gift of knowledge, we bring you our traditional Christmas letter with ideas to ask Father Christmas or the Three Wise Men.
We have a selection of books on a variety of to…
Six AI, technology and data books to ask the Three Wise Men for
2023 was a year full of new developments in artificial intelligence, algorithms and data-related technologies. Therefore, these Christmas holidays are a good time to take advantage of the arrival of the Three Wise Men and ask them for a book to enjoy reading during the holidays, the well-deserved re…
libros IA algoritmos +3
Invisibilisation and algorithmic discrimination
Digital technology and algorithms have revolutionised the way we live, work and communicate. While promising efficiency, accuracy and convenience, these technologies can exacerbate prejudice and social inequalities exacerbate prejudice and social inequalities and create new forms of exclusion and cr…
Artificial Intelligence applied to the identification and classification of diseases detected by radiodiagnosis
In this post we have described step-by-step a data science exercise in which we try to train a deep learning model with a view to automatically classifying medical images of healthy and sick people.
Diagnostic imaging has been around for many years in the hospitals of develo…
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…
Success stories of data exchange between organizations
The "Support center for data exchange”(Support Center for Data Sharing or SCDS in English) was born in 2019 as part of the European strategy to promote a common data ecosystem. It is a space to investigate and report on the practices of so-called data sharing, which they themselves define as “transa…
What is an interactive display? Here is an example
The visual representation of data helps our brain to digest large amounts of information quickly and easily. Interactive visualizations make it easier for non-experts to analyze complex situations represented as data.
As we introduced in our last post on this topic, graphical data visualization is a…
Digital skills in Europe: the use of ontologies to improve the search for candidates
The increasing concern of European authorities for the management of digital skills among the working population, especially young people, is a growing reality whose management does not seem to have an easy solution.
“The internet and digital technologies are transforming our world. But existi…
