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Predictive Analytics & Data-Driven Decision Making

Diploma in Business Analytics

Explore Predictive Analytics & Data-Driven Decision Making as part of Diploma in Business Analytics. Read the syllabus and available chapters online.

Academic programmeDiploma in Business Analytics

LevelDiploma

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Predictive Analytics & Data-Driven Decision MakingSyllabus

Foundations Of Predictive AnalyticsChapter 1

Business Problem Framing And Analytics ProcessesChapter 2

Data Sources Quality And PreparationChapter 3

Exploratory Data Analysis And Statistical ReasoningChapter 4

Feature Engineering And Variable SelectionChapter 5

Regression And Forecasting ModelsChapter 6

Classification ModelsChapter 7

Machine Learning And Ensemble MethodsChapter 8

Model Evaluation Validation And SelectionChapter 9

From Prediction To DecisionChapter 10

Managerial Applications And ExperimentationChapter 11

Communicating And Operationalising AnalyticsChapter 12

Responsible Ai Governance And Future TrendsChapter 13