Gaurang Swarge's Projects
In this project, I tried to predict graduate admissions based on a dataset published on Kaggle. Specifically, My main goal of this project was to stack various regression models on top of each other to obtain the best results.
Project submissions for my Advanced SQL course
In this project, I analyzed Netflix viewing patterns and performed comparative analysis. All the visualizations are generated using matplotlib and seaborn.
Analytics engineering with dbt - projects and developer environment
Exploratory Data Analysis of dataset published by Instacart
Config files for my GitHub profile.
A collaborative filtering based product recommender system using Scala, Apache Spark, Python for a 3 million plus customer transactions of Instacart Database, including prediction accuracy and deployment
In this project, I analyzed the NLP data of all the pitches in 'Sharktank' and generated a model to predict the significance of keywords in getting a deal using Random Forest & Decision trees.
In this project, I performed market basket analysis for the Instacart dataset. I have used the Apriori Algorithm on the Aisle and department level to understand which departments or aisles are usually purchased together.
Monte Carlo Simulation of Airline Overbooking: Optimise the no of tickets an airline should oversell to maximize their profits.
In this project, I analyzed the point of sale transactional dataset to identify sales trends, suggest menu changes, and the impact of pricing changes.
In this project I try to build a logistic regression based model to predict whether the customer will churn out of telecom service or not.
Predicting sales for a retail grocery store, using basic Machine learning models.
Sentiment Analysis | Text Mining
Begginer level webscraping in R