回馈地里, 大头钉近6个月MLE店面的面经整理

最近面了大头钉, 整理了最近6个月的所有面经, 个人感觉押率还是挺高


ML quick questions:
decision tree and random forest
regularization, L1, L2, for overfitting or under-fitting
a million data points, would you use DNN or KNN
is the ROC curve for binary or non binary
overfitting, how to address training loss osc

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rix，when to use ensemble methods, Naive Bayes vs knn, regularization methods, GBM vs random forest
What is Calibration in Machine Learning?
learning to rank

感谢分享！