Professional Certificate in Time Series Analysis & Forecasting
-- ViewingNowThe Professional Certificate in Time Series Analysis & Forecasting is a comprehensive course that equips learners with the essential skills to analyze and forecast trends using time series data. This program is critical for professionals working in data analysis, finance, economics, and related fields where understanding and predicting patterns over time are integral.
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โข Unit 1: Introduction to Time Series Analysis & Forecasting
โข Unit 2: Time Series Components: Trend, Seasonality, and Cyclicality
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) Models
โข Unit 7: Exponential Smoothing State Space Models (ETS)
โข Unit 8: Model Selection & Evaluation Techniques
โข Unit 9: Advanced Forecasting Methods: Long-term and Multi-step Forecasting
โข Unit 10: Time Series Analysis Applications and Case Studies
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