Machine learning with Python for everyone
- Författare
- Mark E. Fenner
- (Mark E. Fenner., 1) Let's discuss learning, 2) Some technical background, 3) Predicting categories: Getting started with classification, 4) Predicting numerical values: Getting started with regression, 5) Evaluating and comparing learners, 6) Evaluating classifiers, 7) Evaluating regressors, 8) More classification methods, 9) More regression methods, 10) Manual feature engineering: manipulatign data for fun and profit, 11) Tuning hyperparameters and pipelines, 12) Combining learners, 13) Models that engineer features for us, 14) Feature engineering for domains: domain-specific learning, 15) Connections, extensions, and further directions, Includes bibliographical references and index.)
- Genre
- Bibliografi, Ej skönlitteratur
- Språk
- Engelska
| Förlag | År | Ort | Om boken | ISBN |
|---|---|---|---|---|
| Addison-Wesley | 2020 | Massachusetts, Boston | 555 pages illustrations 24 cm. | 978-0-13-484562-3 |