Machine Learning quiz
122 questions across 1 difficulty level. Every attempt draws a fresh random set, so you can play as often as you like.
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Hard
122 questions
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Sample questions
- Statement 1| RELUs are not monotonic, but sigmoids are monotonic. Statement 2| Neural networks trained with gradient descent with high probability converge to the global optimum.
- To achieve an 0/1 loss estimate that is less than 1 percent of the true 0/1 loss (with probability 95%), according to Hoeffding's inequality the IID test set must have how many examples?
- For the one-parameter model, mean-Square error (MSE) is defined as follows: 1/(2N) \sum (y_n − β_0)^2 . We have a half term in the front because,
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