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CS498 AML entrance survey
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Have you learned some discrete probability
Yes
No
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Have you written R code before?
Yes
No
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Have you learned eigenvalues and eigenvectors (even if you've forgotten details now)?
Yes
No
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Do you know what gradient descent (for minimization) is?
Yes
No
Maybe
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Do you know what Newton's method (for minimization) is?
Yes
No
Maybe
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Can you write code in a programming language (doesn't matter which one)?
Yes
No
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Have you learned the K-means algorithm (even if you've forgotten details now)?
Yes
No
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Have you learned to fit lines with least squares (even if you've forgotten details now)?
Yes
No
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Have you learned the EM algorithm (even if you've forgotten details now)?
Yes
No
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Have you learned maximum likelihood (even if you've forgotten details now)?
Yes
No
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Do you know what an expectation or expected value is?
Yes
No
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P(A|B) is large; does this mean P(B|A) must be large?
Yes
No
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How do you find the minimum of a function?
Differentiate and set to zero
Huh?
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A lagrange multiplier is:
an unfashionable idea in macroeconomics
a useful trick in constrained optimization
huh?
remember the name from somewhere, but...
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