MACHINE LEARNING

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Unit 5: Specialized Learning Theories

  1. Q7a. Explain the EM algorithm. Describe the E-step and M-step with an example of parameter estimation in a mixture model.20257m

    Unit 5: Specialized Learning Theories

    Explain the EM algorithm. Describe the E-step and M-step with an example of parameter estimation in a mixture model.

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  2. Q7b. Define the main components of reinforcement learning. Explain the exploration-exploitation tradeoff with an example.20257m

    Unit 5: Specialized Learning Theories

    Define the main components of reinforcement learning. Explain the exploration-exploitation tradeoff with an example.

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  3. Q9c. Write short note on: Bayesian Networks20257m

    Unit 5: Specialized Learning Theories

    Write short note on: Bayesian Networks

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