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Description

Official Description

6.0 Continuing Education Units (CEUs)

Fundamentals of applying artificial intelligence techniques on time series data, statistical, machine and deep learning models for time series. Emphasis is placed on the main applications of time series analysis: forecasting, clustering and anomaly detection. Data science techniques applicable to time series. Deep learning methods, rolling predictions, online learning, backtesting.

 

Supplementary Information

30 contact hours plus approx. 30 hours of assignments.

Applies Towards the Following Programs

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