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Ever wondered how we find the best possible parameters for a model? MLE - the gold standard for parameter estimation.
A linear regression model may overfit the training data. How can we reduce overfitting and improve generalization performance?
How do we find the best-fit line through a cloud of data points? The Least Squares Method holds the key! By minimizing errors, this simple yet powerful technique makes Linear Regression the go-to...
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