Supervised Machine Learning : Regression and Classification Week 1 Practice quiz: Regression Practice quiz: Supervised vs unsupervised learning Practice quiz: Train the model with gradient descent Optional Labs Model Representation Cost Function Gradient Descent Week 2 Practice quiz: Gradient descent in practice Practice quiz: Multiple linear regression Optional Labs Numpy Vectorization Multi Variate Regression Feature Scaling Feature Engineering Sklearn Gradient Descent Sklearn Normal Method Programming Assignment Linear Regression Week 3 Practice quiz: Cost function for logistic regression Practice quiz: Gradient descent for logistic regression Optional Labs Classification Sigmoid Function Decision Boundary Logistic Loss Cost Function Gradient Descent Scikit Learn - Logistic Regression Overfitting Regularization Programming Assignment Logistic Regression Certificate Of Completion