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Statistical & Predictive Analytics

Advance Diploma in Business Analytics

Explore Statistical & Predictive Analytics as part of Advance Diploma in Business Analytics. Read the syllabus and available chapters online.

Academic programmeAdvance Diploma in Business Analytics

LevelAdvance Diploma

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Statistical & Predictive AnalyticsSyllabus

Foundations Of Statistical And Predictive AnalyticsChapter 1

Data Measurement And SamplingChapter 2

Descriptive Statistics And Exploratory Data AnalysisChapter 3

Probability And Statistical DistributionsChapter 4

Statistical Estimation And Hypothesis TestingChapter 5

Experimental Design And Causal AnalysisChapter 6

Correlation And Regression ModellingChapter 7

Data Preparation And Feature EngineeringChapter 8

Classification And Business PredictionChapter 9

Time Series Analysis And ForecastingChapter 10

Segmentation And Unsupervised AnalyticsChapter 11

Machine Learning Ensembles And Explainable AiChapter 12

Model Validation Selection And PerformanceChapter 13

Analytics Deployment And Managerial Decision MakingChapter 14

Ethics Governance And Future DevelopmentsChapter 15