deep learning
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SLM, LLM, RAG and Fine-tuning: Pillars of Modern Generative AI 09-09-2024
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...
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RAG techniques: how they work and examples of use cases 21-08-2024
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)...
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How Artificial Intelligence and Open Data can re-imagine our cultural future 19-12-2023
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...
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Open data as a source of knowledge for generative artificial intelligence 15-02-2023
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...
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Artificial Intelligence applied to the identification and classification of diseases detected by radiodiagnosis 22-12-2022
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...
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Data Science, machine learning and deep learning 05-04-2018
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...