• Programming Skills
• Projects done
• Machine Learning and Scikit Learn Experience
• Project Idea
• Motivation
• Abstract
• Thoery and Implementation
• Random / Cyclic co-ordinate descent.
• Completing Logistic Regression CV
• Completing MultinomialLogisticRegression and adding a regularization path.
• Strong rules for ElasticNet and Lasso
• L1 + L2 Logistic Regression using co-ordinate descent.
• Timeline
• Notes
• References