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Linear regression is a statistical method used to describe the relationship between two variables by fitting a straight line through observed data points. Typically, one variable is treated as the explanatory variable (x) and the other as the response variable (y). The goal is to find the line that best represents how changes in the explanatory variable are associated with changes in the response variable. This line is often written in the form y = mx b, where m represents the slope of the line
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A very realistic interview question you might encounter is: Explain linear regression from first principles. How does it work, and how is it trained? If you’re interested in practicing ML concepts like this in realistic interview scenarios, check out: 🌟www.withnobi.com 🌟 #datascience #learnontiktok #techtok #cs #machinelearning
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