Data Science and Big Data

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Description of Data Science and Big Data

In the Data Science and Big Data Area, we are experts in data-based decision-making, i.e. data management and analysis.

Data management: Collection, storage, integration and processing of data

From where?: Own and third party data (Open Data, Internet of Things, etc.)
Data-driven system architectures: Big Data (distributed systems), Data Warehousing
Advanced Techniques: NOSQL, Data Vectorization, DataOps, MLOps, Big Data Integration, Big Data Quality, etc.

Data analysis: data preparation for analysis, feature generation, model learning/creation, model validation, interpretation and visualization

Tipus d’anàlisi: descriptive (query & reporting, OLAP, descriptive stadistics, graphs analytics), predictive (data mining, automatic learning, process-oriented data science, streaming, etc.)
Advanced techniques: explanation of outcome, causality, ethics and equity
Visualization: dashboards, what-if analysis, geoespatial, temporal, graphs, advanced visual analytics, etc.

Success Stories of Data Science and Big Data

DAGIA: Threat Detection and Adaptive Incident Management

Development of a threat detection and incident management module for ICT infrastructures

Study for the detection of soil water response

Machine learning model able to detect different phases when watering a crop field

UPC Roses. Digital Sant Jordi 2023

An AI system that generates rose images from a sketch and a brief description.

Detection of behavior patterns by quality systems by Kapture

Implementation of AI models capable of detecting patterns and alerting of a drop in the level of quality applied to Industry 4.0

UPC Roses. Sant Jordi Digital 2022

Generation of digital roses through artificial intelligence applied to art from deep learning models.

Predictive eBoost for Volkswagen

Design of new strategies, based on machine learning algorithms and data analysis, to improve the efficiency and performance of electric vehicle motors and batteries.

inLab FIB incorporates esCert

inLab FIB is a TECNIO center

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