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004.072/7
   Forsyth, David,
                  Probability and statistics for computer science / David Forsyth. - 1 online resource (xxiv, 367 pages) : illustrations (some color). -

Includes index. Academic 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.

Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time;


Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.


English

                 ISBN: 9783319644103 3319644106 3319644092 9783319644097

Standard No.: 10.1007/978-3-319-64410-3 doi

Source: com.springer.onix.9783319644103 Springer Nature

Nat. Bib. No.: GBB8J9976 bnb

                 Түлхүүр үг: Computer science., Computer science, Statistical methods.Computer science, Statistical methods.Computers, Computer Simulation.Computers, Mathematical & Statistical Software.3D graphics & modelling., Mathematical & statistical software., Computer simulation., Mathematical statistics., Maths for computer scientists., 

Index Terms--Genre/Form:
Electronic books.

LC Class. No.: QA76.9.M35