describe what PCA is used for and explain how it works
Watch the following two StatQuest videos, and then describe what PCA is used for and explain how it works (very high level, no need for the math :)).
StatQuest YouTube videos on PCA:
Short, high-level overview (StatQuest: PCA main ideas in only 5 minutes!!!)
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PCA, step-by-step:
StatQuest: Principal Component Analysis (PCA), Step-by-Step (youtube.com)
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