Probability and statistics for computer science /
Forsyth, David.
Probability and statistics for computer science / David Forsyth. - 1st ed. - Cham, Switzerland : Springer, 2018 - xxiv, 367 p. : il. ; 28 cm.
1 Notation and conventions -- 2 First Tools for Looking at Data -- 3 Looking at Relationships -- 4 Basic ideas in probability -- 5 Random Variables and Expectations -- 6 Useful Probability Distributions -- 7 Samples and Populations -- 8 The Significance of Evidence -- 9 Experiments -- 10 Inferring Probability Models from Data -- 11 Extracting Important Relationships in High Dimensions -- 12 Learning to Classify -- 13 Clustering: Models of High Dimensional Data -- 14 Regression -- 15 Markov Chains and Hidden Markov Models -- 16 Resources.
9783319877884 9783319644103 e-book
Computación--Métodos estadísticos.
QA76.9.M35 / F67 2018
Probability and statistics for computer science / David Forsyth. - 1st ed. - Cham, Switzerland : Springer, 2018 - xxiv, 367 p. : il. ; 28 cm.
1 Notation and conventions -- 2 First Tools for Looking at Data -- 3 Looking at Relationships -- 4 Basic ideas in probability -- 5 Random Variables and Expectations -- 6 Useful Probability Distributions -- 7 Samples and Populations -- 8 The Significance of Evidence -- 9 Experiments -- 10 Inferring Probability Models from Data -- 11 Extracting Important Relationships in High Dimensions -- 12 Learning to Classify -- 13 Clustering: Models of High Dimensional Data -- 14 Regression -- 15 Markov Chains and Hidden Markov Models -- 16 Resources.
9783319877884 9783319644103 e-book
Computación--Métodos estadísticos.
QA76.9.M35 / F67 2018
