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. What is the difference between standardisation and min-max scaling?

    Standardisation subtracts the mean and divides by the standard deviation, giving mean 0 and spread 1. Min-max scaling squeezes values into a fixed range, usually 0 to 1. Min-max is more affected by outliers.

    BeginnerQuick answer1 min read