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Probability and Statistics for Computer Science

Part I - Describing Datasets

Chapter 1: First Tools for Looking at Data
Chapter 2: Looking at Relationships

Part II - Probability

Chapter 3: Basic Ideas in Probability
Chapter 4: Random Variables and Expectations
Chapter 5: Useful Probability Distributions

Part III - Inference

Chapter 6: Samples and Populations
Chapter 7: The Significance of Evidence
Chapter 8: Experiments
Chapter 9: Inferring Probability Models

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By Dr. Khalil Chebil

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