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Probability and Statistics for Computer Science
Overview of attention for book
Table of Contents
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Altmetric BadgeBook Overview
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Altmetric BadgeChapter 1 First Tools for Looking at Data
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Altmetric BadgeChapter 2 Looking at Relationships
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Altmetric BadgeChapter 3 Basic Ideas in Probability
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Altmetric BadgeChapter 4 Random Variables and Expectations
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Altmetric BadgeChapter 5 Useful Probability Distributions
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Altmetric BadgeChapter 6 Samples and Populations
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Altmetric BadgeChapter 7 The Significance of Evidence
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Altmetric BadgeChapter 8 Experiments
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Altmetric BadgeChapter 9 Inferring Probability Models from Data
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Altmetric BadgeChapter 10 Extracting Important Relationships in High Dimensions
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Altmetric BadgeChapter 11 Learning to Classify
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Altmetric BadgeChapter 12 Clustering: Models of High Dimensional Data
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Altmetric BadgeChapter 13 Regression
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Altmetric BadgeChapter 14 Markov Chains and Hidden Markov Models
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Altmetric BadgeChapter 15 Resources and Extras