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Posts tagged with “linear regression”

Articles tagged

Introduction to machine learning

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

Linear regression with one variable

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

Multivariate linear regression

How to upgrade a linear regression algorithm from one to many input variables. written on March 05, 2017

How to optimize the gradient descent algorithm

A collection of practical tips and tricks to improve the gradient descent process and make it easier to understand. written on April 01, 2017

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