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How do you build an artificial intelligence model?
04-02-2025
Artificial Intelligence (AI) is no longer a futuristic concept and has become a key tool in our daily lives. From movie or series recommendations on streaming platforms to virtual assistants like Alexa or Google Assistant on our devices, AI is everywhere...
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Open source auto machine learning tools
02-01-2025
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...
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Linguistic corpora: the knowledge engine for AI
16-05-2024
The transfer of human knowledge to machine learning models is the basis of all current artificial intelligence. If we want AI models to be able to solve tasks, we first have to encode and transmit solved tasks to them in a formal language that they can...
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How to prepare a dataset for machine learning and análisis
28-04-2023
In the process of analysing data and training machine learning models, it is essential to have an adequate dataset. Therefore, the questions arise: how should you prepare your datasets for machine learning and analytics, and how can you be confident that...
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Hot OSM: Collaborative mapping to coordinate emergency response
18-04-2023
The humanitarian crisis following the earthquake in Haiti in 2010 was the starting point for a voluntary initiative to create maps to identify the level of damage and vulnerability by areas, and thus to coordinate emergency teams. Since then, the...
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Initiatives for training machine learning models with open data
05-04-2023
Behind a voice-enabled virtual assistant, a movie recommendation on a streaming platform, or the development of some COVID-19 vaccines, there are machine learning models. This branch of artificial intelligence enables systems to learn and improve their...
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This is MarIA, the first artificial intelligence in the Spanish language
22-09-2022
After several months of tests and different types of training, the first massive Artificial Intelligence system in the Spanish language is capable of generating its own texts and summarising existing ones. MarIA is a project that has been promoted by the...
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When to use each programming language in data science?
14-09-2022
Python, R, SQL, JavaScript, C++, HTML... Nowadays we can find a multitude of programming languages that allow us to develop software programmes, applications, web pages, etc. Each one has unique characteristics that differentiate it from the rest and...
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10 Popular Data Analytics and Machine Learning Libraries
25-05-2022
Programming libraries refer to the sets of code files that have been created to develop software in a simple way . Thanks to them, developers can avoid code duplication and minimize errors with greater agility and lower cost. There are many bookstores,...
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Transfer Learning: how to train Deep Learning models in a cost-effective way
21-04-2022
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?...