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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⢠Unit 1: Introduction to Time Series Analysis Concepts
⢠Unit 2: Time Series Components: Trend, Seasonality, and Residuals
⢠Unit 3: Autoregressive (AR) Models
⢠Unit 4: Moving Average (MA) Models
⢠Unit 5: Autoregressive Integrated Moving Average (ARIMA) Models
⢠Unit 6: Seasonal ARIMA (SARIMA)
⢠Unit 7: Model Selection and Diagnostic Checking
⢠Unit 8: Time Series Forecasting Techniques and Best Practices
⢠Unit 9: Advanced Time Series Analysis: State Space Models and Exponential Smoothing
⢠Unit 10: Real-World Time Series Analysis Applications
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