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30:40
YouTube
Understand The Math
PCA Step-by-Step: Principal Component Analysis with a Complete Example
Learn Principal Component Analysis (PCA) step-by-step through a complete numerical example, including centering, the covariance matrix, eigenvalues, eigenvectors, and principal component scores. In this video, we walk through PCA using a simple temperature–humidity dataset to illustrate the mathematics behind the procedure. You’ll learn how ...
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Fun Fact: In a high-pressure lab environment, scientists can actually turn peanut butter into diamonds. - - Stewart Parnell, the former owner and CEO of the Peanut Corporation of America (PCA), was at the center of one of the deadliest food safety scandals in U.S. history after his company knowingly shipped salmonella-tainted peanut products between 2008 and 2009.
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