In previous tutorial we learned how to divide data-set into right number of clusters using K-means clustering.In this tutorial we will see another type of clustering i.e Hierarchical Clustering.This algorithm uses bottom up approach to divide data-set into clusters so,let’s get…

# Author: Renuka Joshi

## I am a technology enthusiast and always up for challenges. Recently I have started getting hands dirty in machine learning using python and aspiring to gather everything I can.

## K-means clustering

We learned to classify our data sets in previous articles. We already knew the categories in which we wanted to classify our data sets. However, we may come across a data set which does not have pre-defined classes. We want…

## Confusion Matrix

We learned different types of classification in previous tutorials.In those tutorials we counted number of right and wrong predictions manually.This counting by using Confusion Matrix.In this tutorial we will learn about confusion matrix and how this operation can be performed…

## Random Forest Regression

What comes to mind when we think of a forest after knowing about a tree ? In previous article we learned about decision tree regression and now will learn about random forest regression. Random Forest Regression: It uses ensemble learning.…

## Decision Tree Regression

We learned about support vector regression in previous article and now we will implement decision tree regression to predict salaries of employees at certain position. Decision Tree Regression It splits dataset into sections and calculates predictions from average values of…

## Support Vector Regression

Hello all!We have learnt about three different forms of regression in previous tutorials.Now we will learn yet another interesting form of regression i.e. Support Vector Regression(SVR). Support Vector Regression: We will perform SVR on same example that we have used…

## Multiple Linear Regression

Hello all! In the previous article we saw how to implement simple linear regression in machine learning.In this tutorial we are will implement Multiple Linear Regression. Multiple Linear Regression Multiple linear regression is similar to simple linear regression.In simple linear…

## Simple Linear Regression

Simple Linear Regression Hello all!Welcome to another brain storming tutorial for Machine Learning.In this article we are going to implement Simple Linear Regression using Python. Regression Regression is an analysis of relationship between dependent and independent variables.It is a correlation…

## Data Preprocessing

From this aricle onwards we are going to build Machine Learning models.But,before that,we will be going through some basic concepts of machine learning.In this article we are going see how data preprocessing is done for machine learning model.So,let’s get started.…

## Install Anaconda for Machine Learning

Hello everyone and welcome to the second article of the Machine Learning tutorial series. In previous article we saw a brief introduction to Machine Learning. In this article we are going to see how to install Anaconda for Machine Learning.…