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.

Image Classification Using CNN

Hello all! welcome to another tutorial of deep learning. In previous tutorial we learnt the process of convolutional neural networks. In this tutorial we will perform image classification using CNN. So , let’s get started! Image Classification Using CNN Convolutional…

Convolutional Neural Networks

In previous articles we started learning about deep learning. We also learnt artificial neural networks which deals with the neural networks. In this article we are going to learn another part of neural networks that is Convolutional Neural Networks(CNN). Convolutional…

Hierarchical Clustering

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…

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…