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2. Dimensionality Reduction. One approach to deal with high dimensional data is by reducing their dimensionality.Project high dimensional data onto a lower dimensional sub-space using linear or non-linear transformations.. 3. Dimensionality Reduction. Linear transformations are simple to compute and tractable. Classical

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