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Moreira, Carvalho, Horvath:

A General Introduction to Data Analytics

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Table Of Contents

Chapter 1: What Can We Do With Data?

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Chapter 2: Descriptive Statistics

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Chapter 3: Descriptive Multivariate Analysis

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Chapter 4: Data Quality and Preprocessing

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Chapter 5: Clustering

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Chapter 6: Frequent Pattern Mining

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Chapter 7: Cheat Sheet and Project on Descriptive Analytics

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Chapter 8: Regression

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Chapter 9: Classiﬁcation

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Chapter 10: Additional Predictive Methods

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Chapter 11: Advanced Predictive Topics

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Chapter 12: Cheat Sheet and Project on Predictive Analytics

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Chapter 13: Applications for Text, Web and Social Media

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