NLU Meghalaya Library

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Machine Learning/ By Dr. S. Sridhar & Dr. M. Vijayalakshmi.

By: Contributor(s): Material type: TextAnalytics: Show analyticsPublication details: New Delhi: Oxford University Press, 2021.Edition: 1st EdDescription: xiv, 479p;, 23cmISBN:
  • 9780190127275
DDC classification:
  • 23rd Ed. 006.31 SRI
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Holdings
Item type Current library Collection Call number Copy number Status Barcode
Books Central Library GS Collection Computer Science 006.31 SRI (Browse shelf(Opens below)) Available 8701
Books Central Library GS Collection Computer Science 006.31 SRI (Browse shelf(Opens below)) ;1 Available 8702

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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