Define kernel svm?
Why do we need to convert categorical variables into factor? Which functions are used to perform the conversion?
What is collaborative filtering in machine learning?
You are given a dataset where the number of variables (p) is greater than the number of observations (n) (p>n). Which is the best technique to use and why ?
What are the five popular algorithms of Machine Learning?
Explain the Algorithm Technique of Supervised Learning in Machine Learning?
What are some methods of reducing dimensionality?
Mention key business metrics that help ML?
What is regularization? Can you give some examples of regularization techniques?
What are the different methods of Sequential Supervised Learning?
List down various approaches for machine learning?
What is the difference between inductive machine learning and deductive machine learning?
What is the trade-off between bias and variance?
What are the important data pre-processing techniques in python machine learning?
How to decide one problem is a machine learning problem or not?