Bayesian Methods for Hackers: Probabilistic Programming and Bayesian Inference (Addison-Wesley Data & Analytics) - Softcover

Davidson-Pilon, Cameron Davidson-Pilon

 
9780133902839: Bayesian Methods for Hackers: Probabilistic Programming and Bayesian Inference (Addison-Wesley Data & Analytics)
Softcover
ISBN 10: 0133902838 ISBN 13: 9780133902839
Verlag: Addison-Wesley Professional, 2015

Inhaltsangabe

The next generation of problems will not have deterministic solutions - the solutions will be statistical that rely on mountains, or mounds, of data. Bayesian methods offer a very flexible and extendible framework to solve these types of problems. For programming students with minimal background in mathematics, this example-heavy guide emphasizes the new technologies that have allowed the inference to be abstracted from complicated underlying mathematics. Using Bayesian Methods for Hackers, students can start leveraging powerful Bayesian tools right now -- gradually deepening their theoretical knowledge while already achieving powerful results in areas ranging from marketing to finance.

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Über die Autorin bzw. den Autor

Cameron Davidson-Pilon has seen many fields of applied mathematics, from evolutionary dynamics of genes and diseases to stochastic modeling of financial prices. His main contributions to the open-source community include Bayesian Methods for Hackers and lifelines. Cameron was raised in Guelph, Ontario, but was educated at the University of Waterloo and Independent University of Moscow. He currently lives in Ottawa, Ontario, working with the online commerce leader Shopify.

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Verlag
Addison-Wesley Professional
Erscheinungsdatum
2015
Sprache
Englisch
ISBN 10 
0133902838
ISBN 13 
9780133902839
Einband
Taschenbuch
Auflage
1
Anzahl der Seiten
250
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
GS1 Slovakia
https://www.gs1sk.org

Nantersk� 23
Žilina
010 08
Slowakei

Weitere beliebte Ausgaben desselben Titels

9789353063641: Bayesian Methods For Hackers: Probabilistic Programming And Bayesian Inference

Vorgestellte Ausgabe

ISBN 10:  9353063647 ISBN 13:  9789353063641
Verlag: Cameron Davidson-Pilon, 2015
Softcover