Category: Python

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…

Linear Discriminant Analysis using Python

Hello all, till now, we have learned about pca technique. Now, we will learn about linear discriminant analysis using python. Linear Discriminant Analysis using Python: Suppose there are n independent variables in your dataset. Performing linear discriminant analysis using python…

Natural Language Processing Using Python

Welcome to another interesting concept in machine learning. In this article, we will learn how to perform natural language processing using python. Natural Language Processing Using Python: NLP is a concept in machine learning which concerned with interactions between computers…

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 Classification

Hello all, welcome to another machine learning tutorial. Here, we will learn about Random forest classification model. This article is quite similar to all previous classification articles because we are simply using new python libraries for classifiers and we are…

Decision Tree Classification

Hello all, welcome to another machine learning tutorial. Here, we will learn about Decision Tree classification model. This article is quite similar to all previous classification articles because we are simply using new python libraries for classifiers and we are…