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What would you do if a coworker constantly arrived late to a weekly meeting?

Could you elaborate on the differences between L1 and L2 regularization techniques for regression analysis, and when using one over the other is justified?

Can you shed some light on the functioning of a perceptron?

Would you elucidate the meaning of training and loss graphs pertaining to neural networks? How does the choice of loss function impact the shape of the loss graph, and what are some extensively used ones? How do the training and loss graphs differ, and what role do they play in optimizing and maximizing model performance?

Could you outline how one calculates the retention rate for a product, please?

Can you discuss the function of an ROC curve in evaluation and the meaning of AUC?

How would you calculate correlation between a binary variable and a continuous variable?

Walk me through the steps you would take to predict a user's lifetime value.

Share with me an occasion when you made a quick decision.

How would you describe yourself and why do you think that you should be hired by Indeed.com?