Executive Development Programme in Time Series Analysis Mastery
-- ViewingNowThe Executive Development Programme in Time Series Analysis Mastery certificate course is a comprehensive program that imparts critical skills in time series analysis, a vital area of data science demanded by various industries. This course emphasizes essential concepts, practical applications, and modern methodologies, enabling learners to analyze and forecast trends and patterns accurately.
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⢠Introduction to Time Series Analysis
⢠Understanding Stationary and Non-Stationary Time Series
⢠Autoregressive (AR) Models in Time Series Analysis
⢠Moving Average (MA) Models in Time Series Analysis
⢠Autoregressive Integrated Moving Average (ARIMA) Models
⢠Seasonal ARIMA (SARIMA) Models
⢠Time Series Forecasting Techniques
⢠Model Selection and Validation in Time Series Analysis
⢠Advanced Time Series Topics: Multivariate Time Series, State Space Models, GARCH Models
⢠Applications of Time Series Analysis in Business and Finance
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