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Shubam Sumbria's Projects

breast-cancer-pred icon breast-cancer-pred

Comparison of Different Machine Learning Classification Algorithms for Breast Cancer Prediction

fsds-assignments icon fsds-assignments

This repository is for Storie, Track and Submit Assignments of Full Stack Data Science Bootcamp 2.0 by ineuron.

kmeans-clustering icon kmeans-clustering

This is a python-based implementation of k-Means Algorithm for clustering of salaried employees.

ml-course-project icon ml-course-project

This is a Python-based implementation of at least two different types of machine learning models on the task of "Home Credit Default Risk".

scrape-github-topics icon scrape-github-topics

In this web scraping project, I used the “requests” library to download the “Topics on GitHub” page, “BeautifulSoup” library to parse and extract information like popular topics and repositories under each topic with details and “Pandas” to convert into a final dataframe.

traffic-violation-eda icon traffic-violation-eda

Exploratory Data Analysis on traffic dataset to find out different trends in order to reduce traffic violations.

us-accidents-analysis icon us-accidents-analysis

Exploratory Data Analysis on "US Accidents" dataset to find out and visualize different trends including impact of COVID-19 on traffic behavior and accidents, environmental stimuli on accident occurrence and accident hotspot locations in order to get control over the same.

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