Analytics is now increasingly being used to guide business decisions in a variety of domains. Businesses these days have more data than ever on their consumers and the market. As a result it has become important for businesses to leverage that data to assisst in their decision making.

Marketing is…


Customer churn is a term associated to those customers who is lost after purchase. The cost to acquire a customer is significant enough for companies to analyse and understand the reasons behind the churn.

For this exercise we are gong to use a dataset from a telecom company he data…


An in-depth analysis into the history of the English Premium league plus some cool functions

The EPL is one of the most popular and comptitive football leagues in the world with millions of fans watching from all around the world. In this article, we will go through some exploratory data…


One of the key skills that a good data analyst needs to have is the ability to extract data from large databases. SQL is a domain-specific langauge that helps you to access and manipulate large databases.

In this article we are going to go over some of the basic commands…


Attrition Analysis and Prediction in Python

Introduction

In this article , we are going to conduct HR attrition analysis in Python. The dataset that we are going to use is a very popular dataset that can found on the following link: https://www.kaggle.com/pavansubhasht/ibm-hr-analytics-attrition-dataset

The purpose of this exercise is to identify factors…


Classification problems is one of the most common areas where machine learning algorithms are applied with excellent results. The biggest difference between a regression problem and a classification problem is that in a classification problem the target variable is categorical/binary.

In this article, we will go over the heart rate…

Suhaib Ali Kamal

Passionate about data and tech Linkedin:https://www.linkedin.com/in/suhaib-kamal/

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