Postgraduate Certificate in Time Series Analysis in Data Science
-- ViewingNowThe Postgraduate Certificate in Time Series Analysis in Data Science is a comprehensive course that equips learners with essential skills to analyze and forecast time-series data. This certificate course emphasizes the importance of time series analysis in making informed business decisions, highlighting its applications in finance, economics, healthcare, and many other fields.
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โข Time Series Analysis
โข Statistical Background for Time Series
โข Time Series Components: Trend, Seasonality, and Residuals
โข Autoregressive (AR) and Moving Average (MA) Models
โข Autoregressive Integrated Moving Average (ARIMA) Model
โข Seasonal ARIMA (SARIMA) Model
โข Time Series Forecasting Techniques
โข Evaluation Metrics for Time Series Analysis
โข Advanced Time Series Topics: State Space Models, GARCH Models, and Multivariate Time Series
โข Time Series Analysis in Data Science Applications
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