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Top Logistic Regression Questions in Netflix Data Scientist Interviews

Here's a commonly asked question on logistic regression that appears in various forms across tech company interviews. It is designed to assess a candidate's understanding of key concepts such as probability, model interpretation, and evaluation metrics.

Can I say the following about logistic regression? Explain why or why not?

1) Minimizes cross-entropy loss