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The data science design manual / Steven S. Skiena [electronic resource]
Material type:
Computer filePublication details: Cham, Switzerland : Springer, 2017Description: 1 online resource (xvii, 445 pages) : illustrations (some color)ISBN: - 9783319554440 (E-book)
- Data science design manual
- QA 276.4 S54D 2017
Contents:
What is Data Science? -- Mathematical Preliminaries -- Data Munging -- Scores and Rankings -- Statistical Analysis -- Visualizing Data -- Mathematical Models -- Linear Algebra -- Linear and Logistic Regression -- Distance and Network Methods -- Machine Learning -- Big Data: Achieving Scale
| Item type | Current library | Collection | Shelving location | Call number | Status | Barcode | Course reserves | |
|---|---|---|---|---|---|---|---|---|
E-Book
|
SPU Library, Bangkok (Main Campus) | Electronic Resources | On Display | QA 276.4 S54D 2017 (Browse shelf(Opens below)) | Available | 9783319554440 |
Total holds: 0
What is Data Science? -- Mathematical Preliminaries -- Data Munging -- Scores and Rankings -- Statistical Analysis -- Visualizing Data -- Mathematical Models -- Linear Algebra -- Linear and Logistic Regression -- Distance and Network Methods -- Machine Learning -- Big Data: Achieving Scale
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