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Forecasting & Time Series Analysis

Bachelors Program in Business Analytics

Explore Forecasting & Time Series Analysis as part of Bachelors Program in Business Analytics. Read the syllabus and available chapters online.

Academic programmeBachelors Program in Business Analytics

LevelBachelor

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Forecasting & Time Series AnalysisSyllabus

Forecasting Foundations And Business ContextChapter 1

Time Series Data Structure And VisualizationChapter 2

Data Preparation And Time Series FeaturesChapter 3

Forecasting Workflow Baselines And EvaluationChapter 4

Decomposition And Seasonal AdjustmentChapter 5

Exponential Smoothing And State Space ModelsChapter 6

Stationarity Autocorrelation And Arima ModelsChapter 7

Time Series Regression And Dynamic ModelsChapter 8

Multivariate And Causal ForecastingChapter 9

Specialized Business Forecasting ProblemsChapter 10

Machine Learning And Ai For ForecastingChapter 11

Forecast Uncertainty Scenarios And Decision AnalyticsChapter 12

Forecasting Systems Deployment And Digital TransformationChapter 13

Governance Ethics And Emerging DirectionsChapter 14