Pratiksha Sawant

Summer Intensive Training Program

Dr B.R. Ambedkar Learning Centre, NIT Warangal•  December 2022 - March 2023

Utilized Python libraries such as Pandas to load large dataset of 300+ heart disease patients, Numpy and Matplotlib for data manipulation and visualization. Performed comprehensive Exploratory Data Analysis (EDA) on a dataset to uncover key features and correlations, provided insights that guided strategic decisions, resulting in a 15% increase in operational efficiency. Developed robust machine learning models leveraging KNN, Decision Trees, and Random Forest increased predictive accuracy by 20%. Achieved accuracy of 67.21 % for KNN , 81.97 % for Decision Tree and 89.52 % for Random Forest.