Time Series Understanding, and data quality
Chris Williams | Monday, July 16
Professor of Machine Learning in the School of Informatics, University of Edinburgh (Scotland).
Lectures
– Data preparation and cleaning
– Time series models
– The basics: ARMA, Markov models
– Hidden Markov models, linear dynamical systems, and extension
– Recurrent neural networks
– Applications to ICU patient condition monitoring
Hands-on session
– Data preparation and cleaning
– Time series examples
– Condition monitoring
Meet the Speakers

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