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Amogh Singhal
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Create interview_prep.md
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interview_prep.md

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### 1. What is multi-collinearity
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When two or more predictors are highly correlated to each other such that one predictor
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can be derived using the linear combinations of other predictors, then the predictors are said to be collinear

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