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.

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.

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.

Introduction

Series: Machine Learning with Python

A collection of course notes on Machine Learning in Python.

Inferential Statistics

Series: Statistics Notebook

Notes on Inferential statistics in R

Descriptive Statistics

Series: Statistics Notebook

Notes on Descriptive statistics in R