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SST 401: Time Series Analysis
Course Description Course Content Course Modules Course Purpose ...
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Summary
4.1 Courses May Undergraduate
Course information
SST 401: Time Series Analysis
Course Description
Course Content
Course Modules
Course Purpose
Test
Course Learning Outcomes
CLO 1
CLO 2
CLO 3
CLO 4
Course Content
Learning
Module 1 : Introduction to Time Series Data
Module 2: Components of Time Series
Module 3: Stationarity and Transformations'
Module 4: Cleaning and Pre-processing Time Series Data
Module 5: Visualization of Time Series Data
Module 6: Fitting time-dependent data
Module 7 - Structural breaks and advanced stationarity
Module 8: Forecasting with Moving Averages and Smoothing Methods
Module 9 - Introduction to Machine Learning
Module 10: Machine Learning for Time Series Forecasting
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