Interview Q&A / Machine Learning

INTERVIEW Q&A · 55 QUESTIONS

Machine Learning interview questions

Supervised vs unsupervised learning, overfitting, metrics and the classic models, explained simply.

  1. How do you interpret a coefficient in logistic regression?

    Each coefficient is the change in log-odds for a one-unit rise in that feature. Exponentiate it to get an odds ratio: a coefficient of 0.693 multiplies the odds by about 2.

    IntermediateQuick answer1 min read