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A Simple Overview of Python Package - Deployed on PyPI

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Oct 21, 20209 min read

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 ...

#6 - How to Detect Outliers Like a Detective?

Apr 12, 20215 min read

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...

#5 - Statistical Measures for Exploratory Data Analysis

Apr 7, 20217 min read

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...

#4 - How to Identify Patterns in the Data?

Mar 25, 20215 min read

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 ...

#3 - How to Select Important Features for EDA?

Mar 23, 20219 min read

Introduction Identifying or selecting the important features is one of the crucial processes in data science and data analytics. After all, the features that are selected decide how qualitative the data is. It is exactly like the phrase Garbage in, G...

#2 - How to determine the objectives and understand the data better?

Mar 22, 202110 min read

What is an Objective? In any business problem, data analysts are often asked to find out the patterns and trends from the data in order to identify the strong root cause of problems (why something is happening). Throughout the time, they try to maint...

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