Lasso Regression | Intuition and Code Sample | Regularized Linear Models
Channel: CampusX
Date: 2021-06-10

Learn Lasso Regression with this video, offering both intuitive insights and a practical code sample. Understand the key concepts behind Lasso Regression, a form of regularized linear models, and learn how to implement it in Python. Enhance your skills in handling complex relationships within your data.

Code Used: https://github.com/campusx-official/100-days-of-machine-learning/tree/main/day56-lasso-regression

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⌚Time Stamps⌚

00:00 - Lasso Regression
04:27 - Code Implementation in SKLearn
12:21 - How are coefficients affected with Lambda and Alpha
15:38 - Higher Coefficients are affected more
18:45 - Impact of Lambda on Bias and Variance
23:21 - Effect of Regularization on Loss Function