Machine Learning Quiz
See how well you grasp core machine learning concepts in just 10 minutes. Get a clear snapshot of your strengths across 16 questions, free and no sign-up needed.


08:30
Scale Explorer
How the Scales are Structured
DATA-BASED USER COHORTS
Who Usually Takes This Test?
BASED ON AGGREGATED, ANONYMIZED DATA FROM TENS OF THOUSANDS OF FREUDLY USERS.
Benchmarking
See How You Compare
Once you complete the test, your results are compared with real-world data from people in your country.
Below is a preview of how scores are typically distributed across each scale.
Below is a preview of how scores are typically distributed across each scale.
Machine Learning Knowledge (MLK)
Machine Learning Knowledge (MLK)
Average
11.4
Normal range
8.4 — 14.3
min.
0
max.
16
This curve shows how scores are typically distributed.
Once you complete the test, your result will appear on the scale so you can see how you compare.
Once you complete the test, your result will appear on the scale so you can see how you compare.
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SAMPLE QUESTIONS
Example Questions From the Test
- Final sale price
- Neighborhood
- House size
- Year built
- Classification
- Clustering
- Regression
- Association-rule learning
- To estimate how well the fitted model generalizes to unseen data
- To increase the number of features available during training
- To guarantee that every class has the same number of examples
- To ensure the model achieves perfect training accuracy
WHAT THE TEST MEASURES
About This Assessment
Machine Learning Quiz - Symptoms and Signs
Test your understanding of the main types of machine learning and the ideas that make models work. This free, quick quiz covers supervised, unsupervised, semi-supervised, reinforcement, and deep learning, along with evaluation, overfitting, data leakage, and model training. Your result summarizes your overall machine learning knowledge across 16 questions. No sign-up is needed.
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