11 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
The benefits of open data in the agriculture and forestry sector: the case of Fruktia and Arbaria
As in other industries, digital transformation is helping to change the way the agriculture and forestry sector operates. Combining technologies such as geolocation or artificial intelligence and using open datasets to develop new precision tools is transforming agriculture into an increasingly tech…
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…
GPT-3. Just another step in natural language processing?
Can you imagine an AI capable of writing songs, novels, press releases, interviews, essays, technical manuals, programming code, prescribing medication and much more that we don't know yet? Watching GPT-3 in action doesn't seem like we're very far away.
In our latest report on natural language proce…
Copernicus, the European Earth Observation Program
Geospatial data is one of the data categories most demanded by organizations, companies and citizens. The new European regulation on open data and reuse of public sector information considers them as high-value data, due to its ability to boost innovative services and generate socio-economic benefit…
The agroclimatic information system for irrigation (SiAR)
The data generated by the agroclimatic stations maintained by the different public administrations and integrated into the Agroclimatic Information System for Irrigation (SiAR) generate valuable open data sets for the agricultural sector. These data, combined with other open data sets, such as weath…
The transversality of open climate data
Humans have been interested in weather prediction for several millennia. This interest goes back at least until the Babylonian civilization, when meteorological predictions were already made based on astrology and the clouds patterns. However, it was in the early twentieth century when decisive prog…
Technologies that boost the precision forestry industry
The forest industry, as defined by FAO, include all economic activities that mostly depend on the production of goods and services from forests. This is an industry that, in many cases, has been seen as destructive to the environment due to its relationship with the tree felling. However, in almost…
