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Thoughtful machine learning with Python : a test-driven approach / Matthew Kirk.
Material type:
TextPublication details: Mumbai : Shroff Publishers & Distributors, O'Reilly, 2018.Description: xiv, 217 p. : ill. ; 24 cmISBN: - 9789351108573
- 006.31 23 KIR
- Q325.5 .K58 2017
Contents:
Probably approximately correct software -- A quick introduction to machine learning -- K-nearest neighbors -- Naive Bayesian classification -- Decision trees and random forests -- Hidden Markov models -- Support vector machines -- Neural networks -- Clustering -- Improving models and data extraction -- Putting it together: conclusion.
| Item type | Current library | Call number | Status | Date due | Barcode | Item holds |
|---|---|---|---|---|---|---|
Books
|
Learning Resource Centre | 006.31 KIR (Browse shelf(Opens below)) | Available | 13849 |
Total holds: 0
Includes index.
Probably approximately correct software -- A quick introduction to machine learning -- K-nearest neighbors -- Naive Bayesian classification -- Decision trees and random forests -- Hidden Markov models -- Support vector machines -- Neural networks -- Clustering -- Improving models and data extraction -- Putting it together: conclusion.
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