Advanced Machine Learning -- questionnaire

Please respond as accurately as you can -- this will help in tailoring the pace and content of the course in the best way
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    Statistics
    Computational learning theory
    Convex optimization
    Information theory
    Graphical models
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    Logistic regression
    Support vector machines
    Maximum likelihood
    Gradient descent
    Back-propagation
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