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Numsense! data science for the layman : no math added / Annalyn Ng and Kenneth Soo
Publication details: Shroff Publishers & Distributors, 2017. Mumbai :Description: viii, 129 pISBN:- 9789352137619
- 005.7 NG
Contents:
Why data science? -- Basics in a nutshell -- k-mean clustering -- Principal component analysis -- Association rules -- Social network analysis -- Regression analysis -- K-nearest neighbors and anomaly detection -- Support vector machine -- Decision tree -- Random forests -- Neural networks -- A/B Testing and multi-armed bandits -- Appendix.
| Item type | Current library | Call number | Status | Date due | Barcode | Item holds |
|---|---|---|---|---|---|---|
Books
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Learning Resource Centre | 005.7 NG (Browse shelf(Opens below)) | Available | 13900 |
Total holds: 0
Why data science? -- Basics in a nutshell -- k-mean clustering -- Principal component analysis -- Association rules -- Social network analysis -- Regression analysis -- K-nearest neighbors and anomaly detection -- Support vector machine -- Decision tree -- Random forests -- Neural networks -- A/B Testing and multi-armed bandits -- Appendix.
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