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Data Science: From System Identification to (Deep) Learning and Big Data

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If you have a question about this talk, please contact Alberto Padoan.

Data science is a topic of great interest which has reached considerable current attention. It includes central research areas such as machine learning, deep learning and “big data”. Despite the extensive nomenclature and wide application areas associated with data science, it is stressed in this presentation that there are only a few central concepts. The use of data science to build mathematical model of dynamic systems – System Identification – is a useful template to illustrate and explain the basic concepts.

This talk is part of the CUED Control Group Seminars series.

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