Chi Kit Yeung
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Cluster Analysis

Series: Machine Learning with Python

Cluster analysis is a multivariate statistical technique that groups observations on the basis of one or several of their features they are described by.

By Chi Kit Yeung in Statistics Python Machine Learning

August 25, 2024

Logistic Regression

Series: Machine Learning with Python

Logistic Regression is a form supervised machine learning where we try to predict a categorical dependent variable, y, using one or more independent variables, x.

By Chi Kit Yeung in Statistics Python Machine Learning

August 17, 2024

Linear Regression

Series: Machine Learning with Python

Linear Regression is a form supervised machine learning where we try to predict a dependent variable, y, using one or more independent variables, x.

By Chi Kit Yeung in Statistics Python Machine Learning

July 14, 2024

Introduction

Series: Machine Learning with Python

A collection of course notes on Machine Learning in Python.

By Chi Kit Yeung in Statistics Python Machine Learning

March 26, 2024

Machine Learning 101

Study notes on Machine Learning, its underlying statistical concepts, and its application using Python.

Written by Chi Kit Yeung

Course Materials Repo

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