Certificate in Forecasting for the Modern Business
-- ViewingNowThe Certificate in Forecasting for the Modern Business is a comprehensive course designed to equip learners with essential skills in forecasting techniques and data analysis. This course is critical for professionals in various industries, including finance, supply chain, marketing, and sales, where accurate forecasting can significantly impact decision-making and business performance.
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⢠Introduction to Forecasting: Understanding the Basics and Importance
⢠Time Series Analysis: Decomposition, Autocorrelation, and Partial Autocorrelation
⢠Exponential Smoothing: Simple, Holt, and Holt-Winters Methods
⢠Regression Analysis: Simple and Multiple Linear Regression
⢠Advanced Forecasting Techniques: ARIMA, GARCH, and State Space Models
⢠Forecasting Software Tools: R, Python, and Excel for Business Forecasting
⢠Data Preparation: Data Cleaning, Transformation, and Feature Engineering
⢠Model Evaluation: Error Measures, Model Selection, and Validation
⢠Scenario and Sensitivity Analysis: Judgmental Adjustments and Risk Management
⢠Communicating Forecast Results: Visualization, Reporting, and Decision Making
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