Undergraduate Certificate in Getting started with Time Series
-- ViewingNowThe Undergraduate Certificate in Getting Started with Time Series is a comprehensive course designed to equip learners with essential skills in time series analysis. This certificate course is vital in today's data-driven world, where businesses rely on time series data to make informed decisions.
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โข Introduction to Time Series
โข Data Collection and Preprocessing
โข Time Series Components: Trend, Seasonality, and Cyclicality
โข Stationarity and Seasonality in Time Series
โข Decomposition and Seasonal Adjustment of Time Series Data
โข Autocorrelation and Partial Autocorrelation Functions
โข ARIMA Modeling and Forecasting
โข Model Selection and Evaluation
โข Advanced Time Series Topics: State Space Models, GARCH, and Multivariate Time Series
โข Time Series Applications in Business and Industry
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