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Multiple Linear Regression is a powerful technique to model relationships between a continuous target and multiple input features. This post dives deep into its mathematical foundation, including matrix representation and the Ordinary Least Squares (OLS) solution, making it ideal for both beginners and advanced learners.

Unlock the basics of simple linear regression, a fundamental statistical method used to model the relationship between two continuous variables. Learn how this powerful tool can help you understand and predict outcomes in various fields, from business analytics to scientific research.

Statistics is the science of collecting, analyzing, and interpreting data to make informed decisions. It helps us understand large populations by studying smaller samples and is widely used across fields like business, science, economics, and technology.