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Data Science Associate Interview Questions
10,348 data science associate interview questions shared by candidates
Basic leadership skills, some easy SQL and Python
Convolutional and Max-pooling layers help NN be translation invariant?
An autoencoder with one hidden layer and linear activations is equivalent to PCA?
Comparated to OLS, GLM can assume different erro distributions, such as Poisson?
For a convex loss, stochastic gradient descent is likely to take less iterations to converge than gradient descent?
The predictions of a Decision Tree fitted using the L1 loss are taken by the mean of its leaves?
The VC-dimension of a KNN k=1 is larger than that of any linear regression?
In reinforcement learning, an epsion-greedy policy with constant epsilon will have linear regret?
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