Question: In a Machine Learning problem, you are asked to fit a linear regression model to data from a dataset = {1, 2, , }, where

In a Machine Learning problem, you are asked to fit a linear regression model to data from a dataset = {1, 2, , }, where , with = 105 and = 108 .

What is the specific issue that arises given those values of and and how can you address it? Give the equation that you will use to estimate the parameters of the model in that case and explain what each term denotes

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