Day 42(ML & DL) — Lasso(L1) & Ridge(L2) Regularization Techniques for high variance

Pic from shopify
Fig 1 — shows a model with high variance and overfitting
The formulas for different types of regularization techniques
Fig2 — shows ridge regularization with optimum & high values of lambda
Fig 3 — shows Lasso Regularization

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