Principal Component Analysis

goML
Method to simplify large datasets into smaller sets while maintaining significant patterns and trends through dimensionality reduction
ChatGPT Definition (GPT-4o)
A technique that reduces the number of features in data by finding combinations that capture the most variance, simplifying analysis.
Gemini (2.0)
A dimensionality reduction technique that identifies the principal components (directions of maximum variance) in data.
Claude (3.7)
Dimensionality reduction technique transforming data into uncorrelated variables (principal components) preserving maximum variance.

Read Our Content

See All Blogs
AWS

Day 4 at AWS re:Invent: Experience-Based Acceleration (EBA) partners announced and a big bang close

Deveshi Dabbawala

December 4, 2025
Read more
AWS

Privacy safe synthetic ML data generation with AWS Clean Rooms

Sharan Sundar Sankaran

December 3, 2025
Read more