Recently I took up a small project of developing a Python package and deploying the same on PyPI. The package is based on a famous problem in Graph Theory - Mathematics i.e., Travelling Salesman Problem. Credits of Cover Image - Photo by Nicolas Van ...

What is a missing value? Missing value simply refers to a situation where there is no data stored for the variable in an observation. This usually happens when there is no response detected for a particular question during the process of data collect...

Introduction The main agenda of this article to analyze crime data by following all the steps required for data analysis. The steps include Data Preparation, Data Cleaning, Data Wrangling, Feature Selection, Data Visualization & Comparison. Credits ...

Introduction Matrix is a type of data structure similar to an array where values are stored in rows and columns. Here, the values are of a unique type. When dealing with matrices (linear algebra) in Machine Learning and NLP, we often hear about two t...

Introduction If you had read my previous articles on matrix operations, by now you would have already know what a matrix is. Yes, a matrix is a 2D representation of an array with M rows and N columns. The shape of the matrix is generally referred to ...

Outliers - In a Nutshell In order to understand what an outlier is, we can think of a great example that explains the concept in a nutshell. Imagine, there is summer season going on. You are with your friends chilling. Everyone in your group is weari...