TOP 10 DATA SCIENCE INTERVIEW QUESTIONS Asked by META Interviewers

1. How is logistic regression done?
Logistic regression calculates the relationship between the dependent variable (our label of what we want to predict) and one or more independent variables (our features) by measuring probability using its underlying logistic function (sigmoid).

2. Explain the steps in making a decision tree
‌Take the entire dataset as input
‌Measure the entropy of the target variable, as well as the predictor attributes
‌Calculate your information gain of all attributes (we gain information on sorting …

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