Rutwik Rath's repositories
Causal-Effect-of-working-overtime-on-Employee-Attrition
In this project, we have tried to find a causal impact of overtime work on attrition of employees. Since this is a simulated dataset, we have implemented Propensity Score Matching to derive subjects with similar characteristics and then finding the true causal effect.
Topic-Modeling-on-Amazon-Reviews-using-LDA
As the players in the e-commerce market strive to stay competitive by using advanced machine learning techniques, we have tried to bring in a new perspective to analyzing customer reviews by bundling them into broad topics to get a better sense of customer experience.
A-demonstration-of-real-time-streaming-of-twitter-data
This repository contains the steps to install Apache Spark, and run an application that consumes the twitter's real-time stream, performs transformations on the data and displays them on a real-time dashboard in Jupyter Notebook.