Peter Bloem
Unraveling principal component analysis: A long-form guide through the mathematical fundamentals of data science and machine learning
Principal component analysis is probably the most extraordinary method of data analysis every devised. With a simple linear operation we can tease out human expression, age and sex from raw photographs. We can tell chimpanzee from human by the shape of a shoulder bone, and we can guess where someone...
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