Hi There! I am Rahul. I have completed my engineering from IIT Kanpur in 2015 and MBA from ISB in 2020. I am starting this website to share the personal projects in Analytics and Machine Learning.
Receive new posts directly to your inbox - Subscribe Now
The three part series on building a beginner's recommendation system with Python. This blog provides a simple implementation of collaborating filtering in Python.
The three part series on building a beginner's recommendation system with Python. This blog provides a simple implementation of content-based filtering in Python.
The three part series on building a beginner's recommendation system with Python. This blog provides a simple implementation of demographic filtering in Python.
In this blog, we will create Logistic Regression and Decision Tree Models to predict the customer churn probability based on the historical churn data having customer demographics and purchase patterns.
In this blog, we will be understanding the modeling of customer churn data and compute the proababilty of churn. This will help to understand the customer behavior and actions leading to churn and take preventive actions to control it.
A tutorial demonstrating scraping tweets from Twitter, analysing sentiment tone of each tweet, understanding key words in the tweets and building classification model in Python using Tweepy, Pandas, Nltk and Sklearn