Time period Series Dreaming up and State House Models: Professor Aspect Garcia, Traditional college of Glasgow

– AR, MA and ARMA models
– Parameter estimation for ARMA models
– Hidden Markov Models (definitions, inference, learning)
– Linear-Gaussian HMMs (Kalman filtering)
– More advanced topics (more elaborate state-space models, and recurrent neural networks)

#datascienceclasses
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4 Gedanken zu „Time period Series Dreaming up and State House Models: Professor Aspect Garcia, Traditional college of Glasgow“

  1. Rule of lectures: try to impart one or two takeaway concepts. 90 minutes of sprawl ranging from first principles to current research breaks the rule.

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