Certificate in Forecasting with Excel
-- ViewingNowThe Certificate in Forecasting with Excel is a comprehensive course that equips learners with essential skills in demand by various industries. This course focuses on forecasting techniques, which are critical for business planning and decision-making.
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⢠Introduction to Forecasting: Basics of forecasting, types of forecasting, importance and applications of forecasting.
⢠Data Analysis with Excel: Understanding and managing data in Excel, data cleaning, and preparing data for analysis.
⢠Excel Time Series Analysis: Time series analysis, understanding trends, seasonality, and cyclical patterns.
⢠Exponential Smoothing in Excel: Exponential smoothing techniques, simple and double exponential smoothing, Holt's linear trend method, and Holt-Winters seasonal method.
⢠Forecasting with Regression Analysis in Excel: Simple and multiple linear regression analysis, understanding the assumptions and limitations of regression analysis.
⢠ARIMA Modeling in Excel: Autoregressive integrated moving average (ARIMA) models, understanding and applying ARIMA models in Excel.
⢠Seasonal ARIMA Modeling in Excel: Seasonal ARIMA models, understanding and applying seasonal ARIMA models in Excel.
⢠Model Validation and Selection in Excel: Model validation techniques, comparing and selecting the best forecasting model.
⢠Forecasting Best Practices and Implementation in Excel: Best practices for forecasting with Excel, implementing and presenting forecasting results.
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