Chapter 01: Getting Started with Predictive Analytics · Environment 1.4 1.4 1.3 3.1 1.4 1.4 1.4...

141
Chapter 01: Getting Started with Predictive Analytics

Transcript of Chapter 01: Getting Started with Predictive Analytics · Environment 1.4 1.4 1.3 3.1 1.4 1.4 1.4...

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Chapter 01: Getting Started with PredictiveAnalytics

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Chapter 02: The Modeling Process

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Chapter 03: Inputting and Exploring Data

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Chapter 04: Introduction to RegressionAlgorithms

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Chapter 05: Introduction to Decision Trees,Clustering, and SVM

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Chapter 06: Using Survival Analysis toPredict and Analyze Customer Churn

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Chapter 07: Using Market Basket Analysis asa Recommender Engine

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Chapter 08: Exploring Health CareEnrollment Data as a Time Series

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Chapter 09: Introduction to Spark Using R

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Chapter 10: Exploring Large Datasets UsingSpark

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Chapter 11: Spark Machine Learning -Regression and Cluster Models

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Chapter 12: Spark Models – Rule-BasedLearning

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