Masterclass Certificate Time Series Analysis & Forecasting
-- ViewingNowThe Masterclass Certificate in Time Series Analysis & Forecasting is a comprehensive course that equips learners with essential skills in analyzing and forecasting trends in data. This program emphasizes the importance of understanding time series data, which is crucial in many industries like finance, economics, and technology.
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โข Introduction to Time Series Analysis & Forecasting
โข Time Series Components: Trend, Seasonality, and Residuals
โข Data Preprocessing for Time Series Analysis
โข Decomposition and Seasonal Decomposition of Time Series Data
โข Autocorrelation Function (ACF) and Partial Autocorrelation Function (PACF)
โข ARIMA Model: Autoregressive Integrated Moving Average
โข Advanced Time Series Models: SARIMA, GARCH, and Exponential Smoothing
โข Time Series Cross-Validation and Model Selection
โข Forecasting with Time Series Models
โข Evaluation Metrics for Time Series Forecasting
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