Big Data

Data Science and Big Data analytics have become a growing demand nowadays. These are complementary areas that aim at extracting knowledge from the vast amount of data, generated from a myriad of different sources. In this regard, some recent innovative frameworks motivate data scientists to develop new algorithms intentionally for Big Data problems.

However, design of new scalable algorithms to handle large amounts of data is not a straightforward task, and may bring out complex systems. In this sense, any data scientist or data engineer must address different issues in order to transform raw data into actionable knowledge. First, the design and / or application of several data preprocessing mechanisms is mandatory in order to ensure that the input information can be defined as Smart Data. Second, the latest tools and methods from the field of Machine Learning must be implemented and executed for the sake of obtaining accurate and interpretable models in a tolerable elapsed time. Finally, results must be reported using the proper visualisation and summarisation tools, with aims at presenting the main conclusions and to take useful decisions on the problem under study.

Responsible: alberto Fernández Hilario

Investigadores relacionados:

Letra:
	Name	Email	Area	Cat.
	Fernández Hilario, Alberto	alberto@decsaio4lTTc.ugr.es	Data Science and Big Data Area	PhD
	Rivera Rivas, Antonio Jesús	arivera@ujalHItATeen.es	Data Science and Big Data Area	PhD
	Casillas Barranquero, Jorge	casillasX7NI6aVgSN@decsai.ugr.es	Data Science and Big Data Area	PhD
	Carmona del Jesus, Cristóbal J.	ccarmona@ujmOatBC26Yaen.es	Data Science and Big Data Area	PhD
	Herrera Triguero, Francisco	herrera@decMP7kpTX6xsai.ugr.es	DaSCI Technology Applications Area, Data Science and Big Data Area, Computational Intelligence Area	PhD
	Benítez Sánchez, José Manuel	J.M.Benitez@decsai.ugrO.UzRZPy5.es	Data Science and Big Data Area, Computational Intelligence Area	PhD
	Pérez Godoy, María Dolores	lperez@ujaen3SqiKI5G.es	Data Science and Big Data Area	PhD
	Lastra Leidinger, Miguel	mlastral@ugfqQHAiLr.es	Data Science and Big Data Area, Computational Intelligence Area	PhD
	Peregrin Rubio, Antonio	peregrin@dti.uhukHR5Qi3IR.es	Computational Intelligence Area	PhD
	González García, Pedro	pglezE@qaBo@ujaen.es	Data Science and Big Data Area	PhD
	García López, Salvador	salvagl@decsaiT9I6JqLa7jg.ugr.es	Data Science and Big Data Area	PhD
	Ventura Soto, Sebastián	sventura@uA4utPXiYg7co.es	Data Science and Big Data Area	PhD