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TABLE OF CONTENTS16 sections

Predictive Analytics

01Predictive Analytics 02Foundations Of Predictive Analytics 03Business Problem Framing And Analytics Lifecycle 04Statistical Learning Foundations 05Data Acquisition Preparation And Feature Engineering 06Regression And Continuous Outcome Prediction 07Classification And Probability Estimation 08Decision Trees And Ensemble Learning 09Additional Machine Learning Models 10Time Series Forecasting 11Model Validation Selection And Explainability 12Prediction Driven Decision Making 13Deployment Mlops And Model Monitoring 14Managerial And Industry Applications 15Ethics Privacy And Ai Governance 16Emerging Trends And Future Practice

Chapter 6

Classification And Probability Estimation

PREVIOUS SECTIONRegression And Continuous Outcome Prediction UP NEXTDecision Trees And Ensemble Learning

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