Category: 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…

Naive Bayes Classification

Hello all, welcome to another machine learning tutorial. Here, we will learn about Naive Bayes 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…

SVM Classification

Welcome to another machine learning tutorial. We learned about K Nearest neighbors in previous article. Now we will learn SVM classification and see different types of SVM kernels. SVM Classification: Support Vector Machines are popular in machine learning. In this…

K Nearest Neighbors classification

Hello all, welcome to another machine learning tutorial. Here, we will learn about K nearest neighbors classification model. We will take same example from logistic regression article. K Nearest Neighbors Classification: Let us understand what K Nearest Neighbors classification does.…

Logistic Regression Classification

Hello all, welcome to another tutorial in machine learning. Till now ,we learned about many regression models which had independent variables and dependent variable. Dependent variable is result of independent variables. For example, we predicted salary based on experience, qualifications…

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.…