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Tick Classification / Regression Tick Clustering / Mixture models Tick Density estimation
Tick Time series prediction Tick Anomaly detection Tick Decision Support
Tick Multivariate models Tick Learning with missing data Tick Probabilistic reasoning

training

We offer the following Bayesian network training courses, using Bayes Server.

Cost is £495 (GBP) per person per day (Excluding tax).

If you are interested in training please contact us.

introduction (1 day)

Bayesian networks - construction Basic probability theory
Discrete variables
Continuous variables
Links
Distributions
Parameters
Bayesian networks - inference Evidence
Data explorer
Charting data
Queries
Query explorer
Joint queries
Log likelihood
Bayesian networks - parameter learning Learning parameters
Monitoring
Log likelihood
BIC
Bayesian networks - data sampling Generating sample data
Writing to a data source
Charting sampled data
Missing data


advanced (1 day)

Bayesian networks - advanced construction Discrete temporal variables
Continuous temporal variables
Temporal links
Temporal distributions
Unrolling
Multi variable nodes
Decomposition
Gaussian mixture models
Hidden Markov Models
Bayesian networks - advanced inference Temporal evidence
Data explorer (time series data)
Query explorer (time series queries)
Queries (time series predictions)
Joint time series queries
Log likelihood
Bayesian networks - advanced parameter learning Filtering
Initialization
Time series distributions



If you are interested in training please contact us.




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