Machine Learning for Practical Decision Making : A Multidisciplinary Perspective with Applications from Healthcare, Engineering and Business Analytics
Language: English
Published by Springer 2022-11, 2022
- Softcover
- New
Seller: Chiron Media, Wallingford, United KingdomChiron Media
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Softcover
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- Title
- Machine Learning for Practical Decision Making : A Multidisciplinary Perspective with Applications from Healthcare, Engineering and Business Analytics
- Author
- El Morr, Christo
- Publisher
- Springer 2022-11
- Publication year
- 2022
- Condition
- New
- Binding
- PF
- Language
- English
- ISBN 10
- 3031169913
- ISBN 13
- 9783031169915
1. Introduction to Machine Learning.- 2. Statistics.- 3. Overview of Machine Learning Algorithms.- 4. Data Preprocessing.- 5. Data Visualization.- 6. Linear Regression.- 7. Logistic Regression.- 8. Decision Trees.- 9. Naïve Bayes.- 10. K-Nearest Neighbors.- 11. Neural Networks.- 12. K-Means.- 13. Support Vector Machine.- 14. Voting and Bagging.- 15. Boosting and Stacking.- 16. Future Directions and Ethical Considerations.
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Chiron Media
Wallingford, United Kingdom
5-star seller
AbeBooks seller since August 2, 2010
Shipping rates from United Kingdom to U.S.A.
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