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Overfitting makes linear regression and logistic regression perform poorly. A technique called "regularization" aims to fix the problem for good. written on September 02, 2018
A collection of practical tips and tricks to improve the gradient descent process and make it easier to understand. written on April 01, 2017
How to upgrade a linear regression algorithm from one to many input variables. written on March 05, 2017
Finding the best-fitting straight line through points of a data set. written on April 01, 2016
What machine learning is about, types of learning and classification algorithms, introductory examples. written on March 12, 2016