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NOVA Data Analytics Lab

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NOVA Data Analytics Lab

The Data Analytics Lab aims to contribute to the development of Artificial Intelligence, particularly Machine Learning, Deep Learning, Data Science, and Optimization, on a large scale and international level.

Areas: Artificial Intelligence, Computing.

Sub-areas: Machine Learning, Deep Learning, Data Science, Optimization.

Mission

We are dedicated to advancing the forefront of Machine Learning and Data Science methods, applying these innovations to real-world challenges, and nurturing the next generation of talent in the field.​

Skillset

  • Artificial intelligence​
  • Computing​
  • Machine learning​
  • Deep learning​
  • Data science​
  • Optimization​

Objectives

  • Improve the state of the art of Machine Learning, Deep Learning, Data Science, and Optimization;
  • Apply new methods of Machine Learning, Deep Learning, Data Science, and Optimization to real-world problems;
  • Contribute to the unification of the different existing Machine Learning paradigms.

Innovation journeys

  • Radiomics – Oncology prediction with medical images
  • Models for debt prediction and poverty mitigation
  • Drug Discovery – Drug pharmacokinetics prediction
  • Predictive models in precision farming

Projects

  • Fundação Champalimaud (1)
  • Marinha
  • 26 Republica Portuguesa Removebg Preview
  • DGC