Masterclass Certificate in Time Series Analysis with Data Science
-- ViewingNowThe Masterclass Certificate in Time Series Analysis with Data Science is a comprehensive course that equips learners with essential skills in time series analysis, a crucial area of data science. This course comes at a time when there's an increasing industry demand for professionals who can analyze and interpret time-series data to make informed business decisions.
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โข Unit 1: Introduction to Time Series Analysis
โข Unit 2: Data Preprocessing for Time Series Data
โข Unit 3: Time Series Components: Trend, Seasonality, and Residuals
โข Unit 4: Autocorrelation and Partial Autocorrelation Functions
โข Unit 5: ARIMA Modeling in Time Series Analysis
โข Unit 6: Exponential Smoothing State Space Model (ETS)
โข Unit 7: Seasonal Adjustments and Decomposition
โข Unit 8: Vector Autoregression (VAR) and Vector Error Correction Model (VECM)
โข Unit 9: Long-Range Dependence and Fractionally Integrated Models
โข Unit 10: Advanced Time Series Topics: Nonlinear Models, Multivariate Models, and State Space Models
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