Professional Certificate in Forecasting with Sage
-- ViewingNowThe Professional Certificate in Forecasting with Sage is a valuable course that provides learners with essential skills in demand across various industries. This certificate course focuses on teaching advanced forecasting techniques, enabling learners to make informed business decisions and drive organizational growth.
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โข Introduction to Forecasting: Basics of forecasting, types of forecasting methods, importance and applications of forecasting.
โข Time Series Analysis: Components of time series data, decomposition methods, autocorrelation and partial autocorrelation functions.
โข Exponential Smoothing: Simple exponential smoothing, Holt's linear trend method, Holt-Winters seasonal method.
โข ARIMA Models: Autoregressive (AR) models, moving average (MA) models, ARIMA model building and selection.
โข Regression Analysis: Simple linear regression, multiple linear regression, seasonal and dummy variable regression.
โข Advanced Forecasting Techniques: Neural networks, fuzzy logic, chaos theory and their application in forecasting.
โข SAS Programming for Forecasting: Data manipulation and management, time series analysis, model building and evaluation.
โข Model Validation and Evaluation: Evaluation metrics, cross-validation, overfitting and underfitting, model selection criteria.
โข Forecasting in Practice: Real-world applications, case studies, ethical considerations, implementation challenges.
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