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 ...

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...

Introduction Statistics is a branch of mathematics (applied mathematics) concerned mainly with the analysis of the data. It includes - collection, analysis, interpretation, and presentation of huge numerical data. There are a variety of numerical mea...

Introduction Identifying Patterns helps us understand more about the data, which is gaining insights by observing trends and patterns. This also helps in finding the relationship between the two sets. From the business point, observing trends really ...