Thoughtful machine learning with python: a test driven approach/ Matthew Kirk
Material type: TextPublication details: Mumbai: Shroff Publishers,2019Edition: 4th Indian editionDescription: xii, 201 pages, 23 cmISBN:- 978935213512
- 23 006.76 K59
Item type | Current library | Call number | Status | Notes | Date due | Barcode | Item holds | |
---|---|---|---|---|---|---|---|---|
Books | ISI Library, Kolkata | 006.76 K59 (Browse shelf(Opens below)) | Available | Gifted by Prof Sankar Kumar Pal (CSCR) | C26961 |
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006.754 W959 Opportunistic mobile social networks / | 006.76 G377 Visualizing the semantic web | 006.76 G444 Multimedia programming | 006.76 K59 Thoughtful machine learning with python: a test driven approach/ | 006.78 B892 Modeling semantic web services | 006.78 F983 Handbook of cloud computing | 006.8 J56 Virtual instrumentation using labVIEW/ |
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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