Difference Between Linear & Logistic Regression — A Common Data Scientist Interview Question

Photo by Ruthson Zimmerman on Unsplash

Having attended numerous data scientist job interviews, I was asked this particular question 75% of the time:

Can you tell me the key differences between Linear Regression and Logistic Regression?