Machine Learning Computerized Notes for Computer Science & Engineering by Riyaz Mohammed

Machine Learning Computerized Notes for Computer Science & Engineering by Riyaz Mohammed

Contains:

1. Introduction.
2. Learning Concept learning and the general to specific ordering.
3. Decision Tree Learning.
4. Artificial Neural Networks – 1
5. Artificial Neural Networks – 2
6. Evaluation Hypotheses.
7. Bayesian learning.
8. Computational learning theory.
9. Instance-Based Learning.
10. Genetic Algorithms.
11. Learning Sets of Rules.
12. Reinforcement Learning.
13. Analytical Learning – 1
14. Analytical Learning – 2
15. Combining Inductive and Analytical Learning.

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