Certificate in Advanced Time Series Mastery
-- ViewingNowThe Certificate in Advanced Time Series Mastery is a comprehensive course designed to equip learners with essential skills in time series analysis. This certification program focuses on advanced techniques and tools used to model, forecast, and analyze time-dependent data, which are crucial in various industries like finance, telecommunications, and manufacturing.
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โข Unit 1: Introduction to Time Series Analysis
โข Unit 2: Time Series Data Collection and Preprocessing
โข Unit 3: Exploratory Data Analysis for Time Series Data
โข Unit 4: Time Series Decomposition and Seasonality Analysis
โข Unit 5: Autoregressive (AR), Moving Average (MA), and Autoregressive Moving Average (ARMA) Models
โข Unit 6: Autoregressive Integrated Moving Average (ARIMA) Model
โข Unit 7: Vector Autoregression (VAR) and Vector Error Correction Model (VECM)
โข Unit 8: State Space Models and the Kalman Filter
โข Unit 9: Generalized Autoregressive Conditional Heteroskedasticity (GARCH) Models
โข Unit 10: Advanced Time Series Forecasting Techniques and Evaluation Metrics
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