004.072/7 <br/>

   Forsyth, David,<br/>
                  Probability and statistics for computer science / 
David Forsyth. 
 - 1 online resource (xxiv, 367 pages) :  illustrations (some color). -
<br/><br/> 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. 
<br/><br/> Legal Deposit;  Only available on premises controlled by the deposit library and to one user at any one time; 
<br/><br/><br/>Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force. 
<br/><br/><br/>English 
<br/><br/>                 <label>ISBN: </label>9783319644103 3319644106 3319644092 9783319644097 
<br/><br/><label>Standard No.: </label>10.1007/978-3-319-64410-3  doi 
<br/><br/><label>Source: </label>com.springer.onix.9783319644103  Springer Nature 
<br/><br/><label>Nat. Bib. No.: </label>GBB8J9976  bnb 
<br/><br/>                 <label>Түлхүүр үг: </label>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., 
<br/><br/><label>Index Terms--Genre/Form: </label><br/>Electronic books.
<br/><br/><label>LC Class. No.: </label>QA76.9.M35