Certificate in Agri-Product Price Time Series Analysis
-- ViewingNowThe Certificate in Agri-Product Price Time Series Analysis is a comprehensive course designed to equip learners with crucial skills in analyzing and forecasting agri-product prices. This certification highlights the importance of data-driven decision-making in the agriculture industry, where accurate price predictions can significantly impact profitability and sustainability.
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โข Unit 1: Introduction to Agri-Product Price Time Series Analysis
โข Unit 2: Data Collection and Pre-processing for Agri-Product Price Analysis
โข Unit 3: Time Series Components: Trend, Seasonality, and Cyclicality
โข Unit 4: Decomposition of Time Series Data
โข Unit 5: Autocorrelation and Partial Autocorrelation Functions
โข Unit 6: ARIMA Modeling for Agri-Product Prices
โข Unit 7: Seasonal ARIMA (SARIMA) Modeling
โข Unit 8: Model Selection, Diagnostics, and Validation
โข Unit 9: Forecasting and Prediction Intervals
โข Unit 10: Case Studies and Applications in Agri-Product Price Time Series Analysis
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