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Abhishek Girish Patil's Projects

audit-risk-classification icon audit-risk-classification

This project was part of the MIS6v99 Applied Machine Learning course that I took in Spring 2019. The goal of this project is to help the auditors by building a classification model that can predict the fraudulent firm on the basis the present and historical risk factors. The dataset is collected from the Auditor Office of India to build a predictor for classifying suspicious firms and is publicly available on UCI's Machine Learning Repository.

cosmos icon cosmos

[Show :heart: love by 🌟] Your personal library of every algorithm and data structure code that you will ever encounter

downcast-datatypes icon downcast-datatypes

Code snippet to downcast datatypes in a Pandas DataFrame to facilitate very low memory usage and faster code execution.

hospital-readmission-prediction-xgboost icon hospital-readmission-prediction-xgboost

Prediction of a readmission for a patient based on the Electronic Health Records (EHR) data. This project was done as part of a timed challenge with a time limit of 3 hours to work on this dataset. So, it is just a preliminary model using XGBoost algorithm with some basic data exploration for data processing.

olympics_dataset icon olympics_dataset

A brief analysis of a dataset consisting of medal tally of differrent countries participating in the Olympics.

simple-plagiarism-checker icon simple-plagiarism-checker

Web Application for checking the similarity between query and document using the concept of Cosine Similarity.

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