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Linear Regression: Ordinary Least Squares (OLS) Explained – The Core of Machine Learning
In this lecture, we explain Ordinary Least Squares (OLS) and how it is used to estimate linear regression parameters. OLS is one of the most important techniques in statistics, econometrics, machine learning, and data science. We start by defining the loss function, which minimizes the sum of squared errors between the actual and predicted ...
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