Unit 4 Statistical Learning Methods: EM algorithm
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It will discuss different learning methods and will further focus on Expectation Maximization Method. EM is discussed with solved example.
Unit 4 Statistical Learning Methods: EM algorithm
- 3. Learning Learning from observations Inductive learning (Explanation based learning, EBL) Deductive learning (Relevance based learning, RBL) Ensemble learning Statistical learning methods Learning with complete data Learning with hidden data: EM algorithm NN: Reinforcement learning
- 7. Steps: 1) Probability computation E of gender wrt means, mu, and variances, sigma 2) M updates the means and Pi, i.e. proportion of the male in the population