WEEK 1 - End-to-end machine learning project on scikit-learn
WEEK 2 - End-to-end machine learning project on scikit-learn (continued)
WEEK 3 - Regression on scikit-learn - Linear regression Gradient-descent- Batch (MBGD) and Stochastic (SGD).
WEEK 4 - Polynomial regression, Regularized models
WEEK 5 - Logistic regression
WEEK 6 - Classification on scikit-learn - Binary classifier
WEEK 7 - Classification on scikit-learn - Multiclass classifier
WEEK 8 - Support Vector Machines using scikit-learn
WEEK 9 - Decision Trees using scikit-learn
WEEK 10 - Ensemble Learning and Random Forests using scikit-learn
WEEK 11 - Clustering using scikit-learn
WEEK 12 - Neural networks models in scikit-learn