Practical statistics for data scientists : 50 essential concepts / Peter Bruce and Andrew Bruce.
Material type:
TextPublisher: Sebastopol, CA : O'Reilly, 2017Edition: First editionDescription: 563 pages : illustrations ; 24 cmContent type: - text
- unmediated
- volume
- 9781491952962
- 1491952962
- 001.4 BRU 23
- QA276.4 .B78 2017
Contents:
Exploratory data analysis -- Data and sampling distributions -- Statistical experiments and significance testing -- Regression and prediction -- Classification -- Statistical machine learning -- Unsupervised learning.
| Cover image | Item type | Current library | Home library | Collection | Shelving location | Call number | Materials specified | Vol info | URL | Copy number | Status | Notes | Date due | Barcode | Item holds | Item hold queue priority | Course reserves | |
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CamTech Library | General Collections | 001.4 BRU (Browse shelf(Opens below)) | C.1 | Available | 0000003131 |
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Includes bibliographical references (pages 285-286) and index.
Exploratory data analysis -- Data and sampling distributions -- Statistical experiments and significance testing -- Regression and prediction -- Classification -- Statistical machine learning -- Unsupervised learning.
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