Masterclass Certificate in Forecasting with Time Series
-- ViewingNowThe Masterclass Certificate in Forecasting with Time Series is a comprehensive course that equips learners with essential skills in predictive analysis. This certification program highlights the importance of time series forecasting and its applications in various industries, such as finance, economics, and marketing.
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โข Introduction to Time Series Forecasting
โข Understanding Time Series Components: Trend, Seasonality, and Residuals
โข Data Preprocessing for Time Series Analysis
โข Decomposition and Seasonal Adjustment of Time Series Data
โข Autoregressive (AR), Moving Average (MA), and ARIMA Models
โข Exponential Smoothing State Space Model (ETS)
โข Long Short-Term Memory (LSTM) Networks for Time Series Forecasting
โข Model Evaluation and Selection for Time Series Forecasting
โข Advanced Topics in Time Series Forecasting: Prophet, DLM, and State Space Models
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