Global Certificate in Time Series Analysis for Business
-- ViewingNowThe Global Certificate in Time Series Analysis for Business is a comprehensive course designed to meet the growing industry demand for professionals skilled in time series analysis. This certification equips learners with essential skills to analyze, forecast, and make data-driven decisions, which are crucial in today's data-centric business world.
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โข Time Series Basics: Introduction to Time Series, Components of Time Series, Time Series Data Types
โข Data Preprocessing: Data Cleaning, Data Transformation, Missing Value Imputation
โข Exploratory Data Analysis: Visualization of Time Series Data, Statistical Summary of Time Series Data
โข Time Series Models: Autoregressive (AR) Models, Moving Average (MA) Models, Autoregressive Integrated Moving Average (ARIMA) Models
โข Seasonality and Cyclical Patterns: Seasonal ARIMA (SARIMA) Models, Decomposition of Time Series Data
โข Model Selection and Evaluation: Information Criteria, Cross-Validation Techniques, Model Diagnostics
โข Forecasting Techniques: Quantitative Forecasting, Qualitative Forecasting, Forecasting Accuracy Measures
โข Advanced Time Series Analysis: State Space Models, Vector Autoregression (VAR) Models, Generalized Autoregressive Conditional Heteroskedasticity (GARCH) Models
โข Business Applications: Sales Forecasting, Demand Planning, Inventory Management, Risk Management
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