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 #MachineLearning #PythonMachineLearning #MachineLearningTutorial #Python #PythonTutorial #PythonTraining #MachineLearningCource #L1andL2Regularization #Regularization #sklearntutorials #scikitlearntutorials