Masterclass Certificate in Time Series Analysis with Data
-- ViewingNowThe Masterclass Certificate in Time Series Analysis with Data is a comprehensive course that equips learners with essential skills in time series analysis, a highly sought-after skill in today's data-driven world. This course covers various topics, including data preprocessing, exploratory data analysis, forecasting, and model evaluation, providing learners with a solid understanding of time series analysis concepts and techniques.
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โข Introduction to Time Series Analysis with Data
โข Understanding Time Series Data
โข Exploratory Data Analysis for Time Series
โข Time Series Components: Trend, Seasonality, and Residuals
โข Autoregressive Integrated Moving Average (ARIMA) Model
โข Seasonal ARIMA (SARIMA) Model
โข Vector Autoregression (VAR) Model
โข Time Series Forecasting Techniques
โข Model Selection and Evaluation Metrics
โข Advanced Time Series Analysis with Python and R
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