Professional Certificate in Time Series Analysis Concepts
-- ViewingNowThe Professional Certificate in Time Series Analysis Concepts is a comprehensive course designed to equip learners with the essential skills needed to analyze and forecast time series data. This program covers crucial concepts such as decomposition, autocorrelation, stationarity, and various forecasting methods, including ARIMA and exponential smoothing.
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โข Unit 1: Introduction to Time Series Analysis Concepts
โข Unit 2: Time Series Components: Trend, Seasonality, and Residuals
โข Unit 3: Autoregressive (AR) Models
โข Unit 4: Moving Average (MA) Models
โข Unit 5: Autoregressive Integrated Moving Average (ARIMA) Models
โข Unit 6: Seasonal ARIMA (SARIMA)
โข Unit 7: Model Selection and Diagnostic Checking
โข Unit 8: Time Series Forecasting Techniques and Best Practices
โข Unit 9: Advanced Time Series Analysis: State Space Models and Exponential Smoothing
โข Unit 10: Real-World Time Series Analysis Applications
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