Machine Learning/ By Dr. S. Sridhar & Dr. M. Vijayalakshmi.
Material type:
TextAnalytics: Show analyticsPublication details: New Delhi: Oxford University Press, 2021.Edition: 1st EdDescription: xiv, 479p;, 23cmISBN: - 9780190127275
- 23rd Ed. 006.31 SRI
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Central Library GS Collection | Computer Science | 006.31 SRI (Browse shelf(Opens below)) | Available | 8701 | ||
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Books
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Central Library GS Collection | Computer Science | 006.31 SRI (Browse shelf(Opens below)) | ;1 | Available | 8702 |
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| 005.745 THA Data Warehousing/ | 005.8 CAR Cyber Security: Threats and Responses for Government and Business/ | 005.8 CAR Cyber Security: Threats and Responses for Government and Business/ | 006.31 SRI Machine Learning/ | 006.31 SRI Machine Learning/ | 006.312 PUD Data Mining/ | 006.312 PUD Data Mining/ |
Contents:
1. Introduction to Machine Learning.
2. Understanding Data.
3. Basics of Learning Theory.
4. Similarity-based Learning.
5. Regression Analysis.
6. Decision Tree Learning.
7. Rule-based Learning.
8. Bayesian Learning.
9. Probabilistic Graphical Models.
10. Artificial Neural Networks.
11. Support Vector Machines.
12. Ensemble Learning.
13. Clustering Algorithms.
14. Reinforcement Learning.
15. Genetic Algorithms.
16. Deep Learning.
Includes
1. Bibliography.
2. Index.
3. About the Author.
4. Related Titles.
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