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Hardeep Kaur's Projects

aviation-accident-eda icon aviation-accident-eda

In this file, I have performed Exploratory Data Analysis on Aviation Accidents dataset. Data Source - Kaggle

capstone---healthcare-detection-of-indications-using-image-processing-ml-and-dl icon capstone---healthcare-detection-of-indications-using-image-processing-ml-and-dl

This project has been targeted to ease up the preliminary diagnoses of the physical ailments. With the ongoing pandemic, it has become a challenge to visit the doctors like we used to in normal situations. Hence, it has become crucial to provide an alternative method of diagnosis where a potential patient can just upload a picture of himself or herself and our ML model can predict whether the concerned patient has or does not have, get captured by the system. Then the system, does not immediately give an answer, but a weighted score measure which helps the doctor with their preliminary diagnosis. At the end, they get to decide whether an in-person appointment is required or not.

finance_portfoliooptimization icon finance_portfoliooptimization

This project is submitted as the final project of the course Financial Analytics for Data Analytics for Business program at St. Clair College, Windsor, Ontario. As the name suggests, a financial portfolio is created and optimized in this project using manual weight-assignment approach and Monte Carlo Simulation.

marketinganalytics_instacartanalysis icon marketinganalytics_instacartanalysis

In this project, we are working on Instacart dataset. Our objective is to analyze this dataset and to provide insights in the form of Exploratory Data Analysis, Customer Segmentation on Instacart dataset, and Classification Model to Predict whether a customer will reorder or not

pygame icon pygame

Games that i did using pygame library

simgan icon simgan

Implementation of Apple's Learning from Simulated and Unsupervised Images through Adversarial Training

solarpowerforecasting icon solarpowerforecasting

In this project, I have used different methods to forecast the power production of solar panels. This data has been collected from the solar panels installed on the roof and daily readings of the power production have been recorded from October 2011 to November 2020.

us_homicide_stats_analysis icon us_homicide_stats_analysis

This analysis is performed on US Homicide Statistics from 1980 to 2014. This dataset comprises of various attributes which have been used to collect various insights from the data.

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