Foundations of data science with Python:
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Boca Raton ; London ; New York
CRC Press
2024
|
| Edition: | First edition |
| Series: | The Python series
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| Subjects: | |
| Physical Description: | xiv, 488 Seiten Illustrationen, Diagramme |
| ISBN: | 9781032350424 9781032346748 |
Staff View
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Record in the Search Index
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| contents | First simulations, visualizations, and statistical tests -- First visualizations and statistical tests with real data -- Introduction to probability -- Null hypothesis tests -- Conditional probability, dependence, and independence -- Introduction to Bayesian methods -- Random variables -- Expected value, parameter estimation, and hypothesis tests on sample means -- Decision making with observations from continuous distributions -- Categorical data, tests for dependence, and goodness of fit for discrete distributions -- Multidimensional data : vector moments and linear regression -- Working with dependent data in multiple dimensions |
| ctrlnum | (OCoLC)1427166429 (DE-599)BVBBV049624136 |
| discipline | Informatik Wirtschaftswissenschaften |
| discipline_str_mv | Informatik |
| edition | First edition |
| format | Book |
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| id | DE-604.BV049624136 |
| illustrated | Illustrated |
| index_date | 2024-07-03T23:37:35Z |
| indexdate | 2025-01-07T15:01:13Z |
| institution | BVB |
| isbn | 9781032350424 9781032346748 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-034968106 |
| oclc_num | 1427166429 |
| open_access_boolean | |
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| owner_facet | DE-1050 DE-1102 DE-945 DE-824 |
| physical | xiv, 488 Seiten Illustrationen, Diagramme |
| publishDate | 2024 |
| publishDateSearch | 2024 |
| publishDateSort | 2024 |
| publisher | CRC Press |
| record_format | marc |
| series2 | The Python series |
| spelling | Shea, John M. 1970- Verfasser (DE-588)173429157 aut Foundations of data science with Python John M. Shea First edition Boca Raton ; London ; New York CRC Press 2024 xiv, 488 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier The Python series Python Programmiersprache (DE-588)4434275-5 gnd rswk-swf Datenanalyse (DE-588)4123037-1 gnd rswk-swf Data Science (DE-588)1140936166 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf Data Science (DE-588)1140936166 s Statistik (DE-588)4056995-0 s Datenanalyse (DE-588)4123037-1 s Python Programmiersprache (DE-588)4434275-5 s DE-604 Erscheint auch als Online-Ausgabe 978-1-003-32499-7 |
| spellingShingle | Shea, John M. 1970- Foundations of data science with Python First simulations, visualizations, and statistical tests -- First visualizations and statistical tests with real data -- Introduction to probability -- Null hypothesis tests -- Conditional probability, dependence, and independence -- Introduction to Bayesian methods -- Random variables -- Expected value, parameter estimation, and hypothesis tests on sample means -- Decision making with observations from continuous distributions -- Categorical data, tests for dependence, and goodness of fit for discrete distributions -- Multidimensional data : vector moments and linear regression -- Working with dependent data in multiple dimensions Python Programmiersprache (DE-588)4434275-5 gnd Datenanalyse (DE-588)4123037-1 gnd Data Science (DE-588)1140936166 gnd Statistik (DE-588)4056995-0 gnd |
| subject_GND | (DE-588)4434275-5 (DE-588)4123037-1 (DE-588)1140936166 (DE-588)4056995-0 |
| title | Foundations of data science with Python |
| title_auth | Foundations of data science with Python |
| title_exact_search | Foundations of data science with Python |
| title_exact_search_txtP | Foundations of data science with Python |
| title_full | Foundations of data science with Python John M. Shea |
| title_fullStr | Foundations of data science with Python John M. Shea |
| title_full_unstemmed | Foundations of data science with Python John M. Shea |
| title_short | Foundations of data science with Python |
| title_sort | foundations of data science with python |
| topic | Python Programmiersprache (DE-588)4434275-5 gnd Datenanalyse (DE-588)4123037-1 gnd Data Science (DE-588)1140936166 gnd Statistik (DE-588)4056995-0 gnd |
| topic_facet | Python Programmiersprache Datenanalyse Data Science Statistik |
| work_keys_str_mv | AT sheajohnm foundationsofdatasciencewithpython |