Latest Posts From Anu

Word Cloud Using Python

Word Cloud using Python

Welcome to this tutorial on word cloud using Python. The word cloud technique has been a trending technique of data visualization, especially where textual data is present. Hence, we can say that Word Cloud has been one of the prominent techniques for data visualization using Natural Language Processing (NLP). What is a Word Cloud? We […]

Random Forest Regression

Random Forest Regression: A Complete Reference

Welcome to this article on Random Forest Regression. Let me quickly walk you through the meaning of regression first. What is Regression in Machine Learning? Regression is a machine learning technique that is used to predict values across a certain range. Let us see understand this concept with an example, consider the salaries of employees […]

Polynomial Regression In Python

Polynomial Regression in Python – Complete Implementation in Python

Welcome to this article on polynomial regression in Machine Learning. You can go through articles on Simple Linear Regression and Multiple Linear Regression for a better understanding of this article. However, let us quickly revisit these concepts. Quick Revision to Simple Linear Regression and Multiple Linear Regression Simple linear regression is used to predict finite […]

Simple Linear Regression Example

Simple Linear Regression: A Practical Implementation in Python

Welcome to this article on simple linear regression. Today we will look at how to build a simple linear regression model given a dataset. You can go through our article detailing the concept of simple linear regression prior to the coding example in this article. 6 Steps to build a Linear Regression model Step 1: […]

Multiple Linear Regression In Python

Multiple Linear Regression: A quick Introduction

Welcome to this tutorial on Multiple Linear Regression. We will look into the concept of Multiple Linear Regression and its usage in Machine learning. Before, we dive into the concept of multiple linear regression, let me introduce you to the concept of simple linear regression. What is Simple Linear Regression? Regression is a Machine Learning […]

Garbage Collection In Python

Garbage Collection in Python

In this article, I will introduce you to the concept of garbage collection in Python. Garbage collection is a way in which Python manages its memory automatically. It does so with the use of a reference counter. So before we get into the concept of garbage collection, let’s understand what a reference counter is. What […]