Welcome to the Data Science Lab of the Mathematical Sciences Institute (ICMAT) which is part of the National Research Council (CSIC). The ICMAT has the Severo Ochoa Excellence distinction for the 2020-2023 period. The AXA-ICMAT Chair in Adversary Risk Analysis resides in the Datalab.
Support companies, administrations and non-governmental organizations to successfully carry out the development of solutions to theoretical and practical problems that require advanced and frontier knowledge in statistics, machine learning, data science and engineering, operations research, artificial intelligence and mathematics. We motivate institutions, scientists, researchers and postgraduate students to collaborate in challenges promoting the improvement of society.
Develop the practice and theory of innovation driven by frontier research in statistical, mathematical and decision-making methods for organizations with successful results, so as to become an international reference.
Our Scientific-Technical Services
The DataLab covers consulting and training services in:
- Advanced Analytics
- Time series analysis
- Exploratory data analysis
- Statistical computing
- Hypothesis tests
- Data Engineering
- Data Science
- Bayesian inference
- Machine learning
- Statistical modeling
- Linear and nonlinear regression models
- Decision-making models
- Stochastic modelling for insurance applications
- R Programming
- Python Programming
- Discrete Event Simulation
- Montecarlo Simulation
- Deep Learning
- Reinforcenment Learning
- Natural Language Processing
- Causal Inference
In these fields we have extensive experience in solving problems such as: fraud detection, security, cybersecurity, epidemiology, investment and marketing optimization, finance, insurance, robotics, and autonomous vehicles, among others.
One of the strengths of our laboratory is the excellent support from postgraduate students, which contributes to their high-level training. DataLab is one of the most productive research groups in Europe in its area of expertise.
Our DataLab has a high-performance computing facility to support computational work and facilitate fast problem solving. Such equipment is among the best in Spain and are part of the technological infrastructure of the ICMAT and the CSIC.
and we do it very well.