CampusX Data Science Mentorship Program 2022-23 - Lasso Regression | Intuition and Code Sample | Regularized Linear Models

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 ============================ Do you want to learn from me? Check my affordable mentorship program at : https://learnwith.campusx.in/s/store ============================ 📱 Grow with us: CampusX' LinkedIn: https://www.linkedin.com/company/campusx-official CampusX on Instagram for daily tips: https://www.instagram.com/campusx.official My LinkedIn: https://www.linkedin.com/in/nitish-singh-03412789 Discord: https://discord.gg/PsWu8R87Z8 E-mail us at [email protected] ⌚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