The probability companion for engineering and computer science:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Cambridge
Cambridge University Press
2019
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| Schlagworte: | |
| Online-Zugang: | Klappentext |
| Beschreibung: | xv, 457 Seiten Illustrationen, Diagramme |
| ISBN: | 9781108727709 9781108480536 |
Internformat
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| 245 | 1 | 0 | |a The probability companion for engineering and computer science |c Adam Prügel-Bennett, University of Southampton |
| 264 | 1 | |a Cambridge |b Cambridge University Press |c 2019 | |
| 300 | |a xv, 457 Seiten |b Illustrationen, Diagramme | ||
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Datensatz im Suchindex
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| _version_ | 1806177107875725312 |
| adam_text | This friendly guide is the companion you need to convert pure mathematics into understanding and facility with a host of probabilistic tools. The book provides a high-level view of probability and its most powerful applications. It begins with the basic rules of probability and quickly progresses to some of the most sophisticated modem techniques in use, including Kalman filters, Monte Carlo techniques, machine learning methods, Bayesian inference and stochastic processes. It draws on thirty years of experience in applying probabilistic methods to problems in computational science and engineering, and numerous practical examples illustrate where these techniques are used in the real world. Topics of discussion range from carbon dating to Wasserstein GANs, one of the most recent developments in Deep Learning. The underlying mathematics is presented in full, but clarity takes priority over complete rigour, making this text a starting reference source for researchers and a readable overview for students. ¡
|
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| author | Prugel-Bennett, Adam 1963- |
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| ctrlnum | (OCoLC)1140128284 (DE-599)BVBBV046264885 |
| discipline | Informatik Mathematik |
| format | Book |
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| id | DE-604.BV046264885 |
| illustrated | Illustrated |
| indexdate | 2024-08-01T11:31:58Z |
| institution | BVB |
| isbn | 9781108727709 9781108480536 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-031642806 |
| oclc_num | 1140128284 |
| open_access_boolean | |
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| owner_facet | DE-355 DE-BY-UBR DE-706 DE-1050 DE-862 DE-BY-FWS |
| physical | xv, 457 Seiten Illustrationen, Diagramme |
| publishDate | 2019 |
| publishDateSearch | 2019 |
| publishDateSort | 2019 |
| publisher | Cambridge University Press |
| record_format | marc |
| spellingShingle | Prugel-Bennett, Adam 1963- The probability companion for engineering and computer science Wahrscheinlichkeitstheorie (DE-588)4079013-7 gnd Statistik (DE-588)4056995-0 gnd Wahrscheinlichkeitsverteilung (DE-588)4121894-2 gnd |
| subject_GND | (DE-588)4079013-7 (DE-588)4056995-0 (DE-588)4121894-2 |
| title | The probability companion for engineering and computer science |
| title_auth | The probability companion for engineering and computer science |
| title_exact_search | The probability companion for engineering and computer science |
| title_full | The probability companion for engineering and computer science Adam Prügel-Bennett, University of Southampton |
| title_fullStr | The probability companion for engineering and computer science Adam Prügel-Bennett, University of Southampton |
| title_full_unstemmed | The probability companion for engineering and computer science Adam Prügel-Bennett, University of Southampton |
| title_short | The probability companion for engineering and computer science |
| title_sort | the probability companion for engineering and computer science |
| topic | Wahrscheinlichkeitstheorie (DE-588)4079013-7 gnd Statistik (DE-588)4056995-0 gnd Wahrscheinlichkeitsverteilung (DE-588)4121894-2 gnd |
| topic_facet | Wahrscheinlichkeitstheorie Statistik Wahrscheinlichkeitsverteilung |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=031642806&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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THWS Schweinfurt Zentralbibliothek Lesesaal
| Signatur: |
2000 SK 950 P971 |
|---|---|
| Exemplar 1 | ausleihbar Verfügbar Bestellen |