I was learning Regularisation and Ridge Regression when it came to my mind that both are used for preventing overfitting . So which one should i use more
Depends on the complexity of your fitting! Ridge is for more complex data and when many features are collinear (dependent on each other)!
Oh okay thank you
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Use the one that gives the best results for each specific situation.