Global Certificate in Time Series Optimization
-- ViewingNowThe Global Certificate in Time Series Optimization is a comprehensive course that equips learners with essential skills for career advancement in data analysis and forecasting. This course is crucial in today's data-driven world, where businesses rely on accurate forecasting to make informed decisions.
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โข Time Series Analysis
โข Data Preprocessing for Time Series Data
โข Autoregressive Integrated Moving Average (ARIMA) Model
โข Exponential Smoothing State Space Model (ETS)
โข Long Short-Term Memory (LSTM) Networks
โข Seasonal and Trend Decomposition using Loess (STL)
โข Prophet: Forecasting at Scale
โข Time Series Cross-Validation
โข Model Selection and Evaluation for Time Series Data
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