Advanced Certificate in Time Series Analysis for Sales
-- ViewingNowThe Advanced Certificate in Time Series Analysis for Sales is a comprehensive course designed to equip learners with advanced techniques for forecasting and modeling sales data. This certification highlights the importance of data-driven decision making in sales and helps learners to develop essential skills in time series analysis.
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โข Unit 1: Introduction to Time Series Analysis for Sales
โข Unit 2: Data Preprocessing for Time Series Analysis
โข Unit 3: Time Series Components: Trend, Seasonality, and Residuals
โข Unit 4: Autocorrelation and Partial Autocorrelation Functions
โข Unit 5: ARIMA Modeling: Autoregressive, Integrated, and Moving Average Components
โข Unit 6: Seasonal ARIMA (SARIMA) Models
โข Unit 7: Model Selection, Diagnostics, and Validation
โข Unit 8: Advanced Time Series Techniques: Exponential Smoothing and State Space Methods
โข Unit 9: Forecasting and Prediction Intervals in Time Series Analysis
โข Unit 10: Real-world Applications and Case Studies of Time Series Analysis in Sales
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