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What machine learning is about, types of learning and classification algorithms, introductory examples. written on March 12, 2016
Finding the best-fitting straight line through points of a data set. written on April 01, 2016
How to upgrade a linear regression algorithm from one to many input variables. written on March 05, 2017
A collection of practical tips and tricks to improve the gradient descent process and make it easier to understand. written on April 01, 2017
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