Test your acquirements about PCA !

A minimalist illustration showing a brain with gears and graphs representing data analysis and dimensionality reduction, with keywords like PCA and machine learning in the background.

Unlock Your PCA Knowledge!

Test your understanding of Principal Component Analysis (PCA) with our engaging quiz! Whether you're a student, teacher, or just someone interested in data analysis, this quiz will help you assess your PCA skills.

In this quiz, you will:

  • Answer 5 thought-provoking questions
  • Learn about PCA fundamentals
  • Enhance your knowledge in dimensionality reduction
5 Questions1 MinutesCreated by AnalyzingData23
PCA is unsupervised algorithm ?
Yes
No
When the ML model is more complex, the predictions tends to overfit or underfit
Overfit
Underfit
How many approaches do we have in dimensionality reduction ?
3
2
What is the first step in PCA algorithm ?
Scaling data
Computing co-variance matrix
Computing eigenvalues
High correlated variables are removed by PCA ?
Yes
No
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