Technology & Programming

Fundamentals of Machine Learning Quiz

Challenge yourself with a set of questions that probe essential machine learning ideas and techniques.

#machine learning#algorithms#supervised learning#evaluation metrics#unsupervised learning#data preprocessing#model training

Total Questions

Difficulty Level

medium

Progress

0/0

Quiz Questions

Answer all questions below and test your knowledge.

1
Which definition best describes supervised learning?
Question 1
2
Which loss function is commonly used for binary classification with logistic regression?
Question 2
3
What pattern typically indicates that a model is overfitting?
Question 3
4
Which regularization adds a penalty proportional to the square of each weight?
Question 4
5
Which algorithm partitions data into a predefined number of clusters based on distance?
Question 5
6
What metric combines precision and recall into a single score?
Question 6
7
Which technique fills missing entries with the most frequently occurring value?
Question 7