Data Science Interview Question 11
Most Favorable Data Science Interview Questions and Answers for Beginners
Greetings.
I am a machine learning engineer based in India, possessing a sustained interest in machine learning since my undergraduate studies. I have completed Stanford University's machine learning course (Andrew Ng) via Coursera, and IBM's machine learning and deep learning curriculum. My current focus is on machine learning and data science projects, aiming to leverage my expertise for impactful, real-world problem-solving.
What are the assumptions of the Logistic Regression Algorithm?
It assumes that there is an appropriate structure of the output label.
All observations are independent of each other.
There is little or no multicollinearity in the dataset.
It also assumes that the dataset consists of a very large sample of the population.
