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TABLE OF CONTENTS14 sections

Predictive Analytics & Data-Driven Decision Making

01Predictive Analytics & Data-Driven Decision Making 02Foundations Of Predictive Analytics 03Business Problem Framing And Analytics Processes 04Data Sources Quality And Preparation 05Exploratory Data Analysis And Statistical Reasoning 06Feature Engineering And Variable Selection 07Regression And Forecasting Models 08Classification Models 09Machine Learning And Ensemble Methods 10Model Evaluation Validation And Selection 11From Prediction To Decision 12Managerial Applications And Experimentation 13Communicating And Operationalising Analytics 14Responsible Ai Governance And Future Trends

Chapter 4

Exploratory Data Analysis And Statistical Reasoning

PREVIOUS SECTIONData Sources Quality And Preparation UP NEXTFeature Engineering And Variable Selection

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