Regression is one of the most fundamental algorithms which makes tons of assumptions about the data. Knowing the fundamentals and interpreting it is key to be able to use this baseline algorithm everywhere. Talks through a case with explanations, assumptions and on how to interpret the outputs along with statistically de-bugging the model.
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