10 posts found
Satellite Data Analysis: A Window on the World from Space - Application in Fisheries Monitoring and Management
Satellite data has become a fundamental tool for understanding and monitoring our planet from a unique perspective. This data, collected by satellites in orbit around the Earth, provides a global and detailed view of various terrestrial, maritime and atmospheric phenomena that have applications in m…
SLM, LLM, RAG and Fine-tuning: Pillars of Modern Generative AI
In the fast-paced world of Generative Artificial Intelligence (AI), there are several concepts that have become fundamental to understanding and harnessing the potential of this technology. Today we focus on four: Small Language Models(SLM), Large Language Models(LLM), Retrieval Augmented Generation…
RAG techniques: how they work and examples of use cases
In recent months we have seen how the large language models (LLMs ) that enable Generative Artificial Intelligence (GenAI) applications have been improving in terms of accuracy and reliability. RAG (Retrieval Augmented Generation) techniques have allowed us to use the full power of n…
How Artificial Intelligence and Open Data can re-imagine our cultural future
We are currently in the midst of an unprecedented race to master innovations in Artificial Intelligence. Over the past year, the star of the show has been Generative Artificial Intelligence (GenAI), i.e., that which is capable of generating original and creative content such as images, text or music…
Open data as a source of knowledge for generative artificial intelligence
Generative artificial intelligence refers to machine’s ability to generate original and creative content, such as images, text or music, from a set of input data. As far as text generation is concerned, these models have been accessible, in an experimental format, for some time, but began to generat…
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…
Data Science, machine learning and deep learning
Data science is an interdisciplinary field that seeks to extract actuable knowledge from datasets, structured in databases or unstructured as texts, audios or videos. Thanks to the application of new techniques, data science is allowing for answering questions that are not easy to solve through othe…
The search engine Linknovate and the virtual library Biblioteca Virtual Cervantes, Aporta Awards 2017
The innovative search engine Linknovate and the virtual library Biblioteca Virtual Miguel de Cervantes have been the two winning projects of the first edition of the Aporta Awards 2017. An initiative promoted by the Secretary of State for the Information Society, Red.es and the General Secretariat o…
Is innovation in the provision of services and public procurement an opportunity to boost of open data?
The public procurement reform that has taken place in Europe has incorporated innovation as a new public policy that must be promoted through contractual tools. Although innovation can be understood as a concept that is difficult to pinpoint, the Directive 2014/24 / EU has incorporated a legal defin…
The deadline for submitting innovative projects developed with public data to the Aporta Awards, in the final stretch
On 12 September, the deadline ends for companies and entities that have developed projects with public data to submit their projects in the first Aporta Awards in 2017. These awards are focused on divulging and recognising professionals who have opted for reusing open data and innovation as a drivin…
