In this Python machine learning tutorial for beginners, we will look into, 1) What is overfitting, underfitting 2) How to address overfitting using L1 and L2 regularization 3) Write code in Python and sklearn for housing price prediction where we will see a model overfit when we use simple linear regression. Then we will use Lasso regression (L1 regularization) and ridge regression (L2 regression) to address this overfitting issue Code: #MachineLearning #PythonMachineLearning #MachineLearningTutorial #Python #PythonTutorial #PythonTraining #MachineLearningCource #L1andL2Regularization #Regularization #sklearntutorials #scikitlearntutorials Do you want to learn technology from me? Check for my affordable video courses. Machine learning tutorials: Popular Playlists: Data Science Project: Data Science Full Course: Pandas: matplotlib: Python: Jupyter Notebook: Tools and Libraries: Scikit learn tutorials Sklearn tutorials Machine learning with scikit learn tutorials Machine learning with sklearn tutorials 🌎 My Website For Video Courses: Need help building software or data analytics and AI solutions? My company can help. Click on the Contact button on that website. #️⃣ Social Medias #️⃣ 🔗 Discord: 📸 Dhaval's Personal Instagram: 📸 Instagram: 🌎 Website: 🔊 Facebook: 📱 Twitter: 📝 Linkedin: ❗❗ DISCLAIMER: All opinions expressed in this video are of my own and not that of my employers'.