Category: Machine_learning 2017 [Notes on Mathematics for ESL] Chapter 10: Boosting and Additive Trees Dec 14 2017 [Notes on Mathematics for ESL] Chapter 6: Kernel Smoothing Methods Oct 27 2017 [Notes on Mathematics for ESL] Chapter 5: Basis Expansions and Regularization Oct 24 2017 [Notes on Mathematics for ESL] Chapter 4: Linear Methods for Classification Oct 15 2017 [Notes on Mathematics for ESL] Chapter 3: Linear Regression Models and Least Squares Sep 27 2017 [Notes on Mathematics for ESL] Chapter 2: Overview of Supervised Learning Sep 01 2017 2016 ML With R (3): Logistic Regression Sep 20 2016 ML With R (2): Regularized Linear Regression Sep 14 2016 ML With R (1): Linear Regression Aug 31 2016 2015 Trace of My Study on Machine Learning Dec 27 2015 Machine Learning Basics(1): Linear Regression Dec 23 2015