Professional Certificate in Time Series Analysis Techniques: Forecasting Trends
-- ViewingNowThe Professional Certificate in Time Series Analysis Techniques: Forecasting Trends is a comprehensive course that equips learners with critical skills in time series forecasting. This program is crucial for professionals working in finance, data science, operations research, and other fields where accurate forecasting is essential.
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โข Unit 1: Introduction to Time Series Analysis Techniques
โข Unit 2: Time Series Components: Trend, Seasonality, and Residuals
โข Unit 3: Data Preprocessing for Time Series Forecasting
โข Unit 4: Autoregressive (AR) Models
โข Unit 5: Moving Average (MA) Models
โข Unit 6: Autoregressive Integrated Moving Average (ARIMA) Models
โข Unit 7: Seasonal ARIMA (SARIMA) Models
โข Unit 8: Vector Autoregression (VAR) and Vector Error Correction Models (VECM)
โข Unit 9: Model Selection and Evaluation Techniques
โข Unit 10: Advanced Time Series Topics: State Space Models and Exponential Smoothing
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