Technique

Linear Regression

Linear regression is a method that models the relationship between a dependent variable and one or more independent variables. It's widely used in machine learning for tasks like predicting outcomes based on input features. Videos on this topic cover foundational concepts like how linear algebra relates to machine learning, practical implementations in PyTorch, and the importance of linear regression within the broader machine learning landscape.

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