Artificial intelligence.

Articles in this category

The problem of overfitting in machine learning algorithms

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

The cost function in logistic regression

Preparing the logistic regression algorithm for the actual implementation. written on October 29, 2017

Introduction to classification and logistic regression

Get your feet wet with another fundamental machine learning algorithm for binary classification. written on July 17, 2017

Linear regression with one variable

Finding the best-fitting straight line through points of a data set. written on April 01, 2016

Introduction to machine learning

What machine learning is about, types of learning and classification algorithms, introductory examples. written on March 12, 2016