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TABLE OF CONTENTS16 sections

Statistical & Predictive Analytics

01Statistical & Predictive Analytics 02Foundations Of Statistical And Predictive Analytics 03Data Measurement And Sampling 04Descriptive Statistics And Exploratory Data Analysis 05Probability And Statistical Distributions 06Statistical Estimation And Hypothesis Testing 07Experimental Design And Causal Analysis 08Correlation And Regression Modelling 09Data Preparation And Feature Engineering 10Classification And Business Prediction 11Time Series Analysis And Forecasting 12Segmentation And Unsupervised Analytics 13Machine Learning Ensembles And Explainable Ai 14Model Validation Selection And Performance 15Analytics Deployment And Managerial Decision Making 16Ethics Governance And Future Developments

Chapter 1

Foundations Of Statistical And Predictive Analytics

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