Global Certificate in Time Series Analysis and Forecasting
-- ViewingNowThe Global Certificate in Time Series Analysis and Forecasting is a comprehensive course that equips learners with essential skills in time series analysis, forecasting, and data modeling. This course is crucial in today's data-driven world, where businesses rely on accurate forecasting to make informed decisions and stay competitive.
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โข Unit 1: Introduction to Time Series Analysis and Forecasting
โข Unit 2: Time Series Components: Trend, Seasonality, and Residuals
โข Unit 3: Data Preprocessing and Stationarity
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: Model Selection and Evaluation Techniques
โข Unit 9: Advanced Forecasting Techniques: Exponential Smoothing and LSTM Networks
โข Unit 10: Time Series Applications and Case Studies
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