Executive Development Programme in Time Series Analysis: Strategic Forecasting
-- ViewingNowThe Executive Development Programme in Time Series Analysis: Strategic Forecasting is a certificate course designed to equip learners with essential skills in data analysis and forecasting. This program is crucial in today's data-driven world, where businesses rely on accurate forecasts for strategic planning and decision-making.
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โข Introduction to Time Series Analysis
โข Understanding Stationary and Non-Stationary Data
โข Autoregressive (AR), Moving Average (MA), and Autoregressive Moving Average (ARMA) Models
โข Seasonal ARIMA (SARIMA) and Fractional ARIMA (FARIMA) Models
โข Time Series Forecasting Techniques and Strategies
โข Exponential Smoothing and Holt-Winters Methods
โข Advanced Forecasting Methods: Long Short-Term Memory (LSTM) and Prophet
โข Model Validation and Selection Criteria
โข Implementing Time Series Analysis in Business Decision Making
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