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The Data Science Lab Dr. James McCaffrey of Microsoft Research presents a full-code, step-by-step tutorial on creating an approximation of a dataset that has fewer columns. Imagine that you have a dataset that has many columns (dimensions). In some scenarios it's useful to create an approximation of the dataset that has fewer columns. This is called dimensionality reduction.
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