First Course In Probability For Computer And Data Science, A - Brossura

Tijms, Henk

 
9789811272042: First Course In Probability For Computer And Data Science, A
Brossura
ISBN 10: 9811272042 ISBN 13: 9789811272042
Casa editrice: WSPC, 2023

Sinossi

In this undergraduate text, the author has distilled the core of probabilistic ideas and methods for computer and data science. The book emphasizes probabilistic and computational thinking rather than theorems and proofs. It provides insights and motivates the students by telling them why probability works and how to apply it. The unique features of the book are as follows: Bayesian probability with real-life cases in law and medicine; Logistic regression and naïve Bayes; Real-world applications of probability; Interweaving Monte Carlo simulation and probability; Gentle introduction to Markov chains and Markov chain Monte Carlo simulation. This book contains many worked examples. Numerous instructive problems scattered throughout the text are given along with problem-solving strategies. Several of the problems extend previously covered material. Answers to all problems and worked-out solutions to selected problems are also provided. Henk Tijms is the author of several textbooks in the area of applied probability and stochastic optimization. In 2008, he received the prestigious INFORMS Expository Writing Award for his work. He also contributed engaging probability puzzles to The New York Times' former Numberplay column.

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Informazioni sull?autore

Henk Tijms is the author of several textbooks in the areas of applied probability and stochastic optimization. He has taught probability for more than 30 years. In 2008, he received the prestigious INFORMS Expository Writing Award for his book Understanding Probability. Also, he has been active in popularizing probability at Dutch high schools.

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Editore
WSPC
Data di pubblicazione
2023
Lingua
Inglese
ISBN 10 
9811272042
ISBN 13 
9789811272042
Rilegatura
Copertina flessibile
Numero di pagine
244
Contatto del produttore
non disponibile
Persona responsabile
gpsr@libri.de
gpsr@libri.de

Friedensallee 273
Hamburg
22763
Germania

Altre edizioni note dello stesso titolo

9789811271748: First Course In Probability For Computer And Data Science, A

Edizione in evidenza

ISBN 10:  9811271747 ISBN 13:  9789811271748
Casa editrice: WSPC, 2023
Rilegato