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ybhuva's Projects

bikesharing_new icon bikesharing_new

Create visualizations using Tableau to analyze New York bike sharing data.

cryptocurrencies icon cryptocurrencies

Use unsupervised machine learning, PCA algorithm, and K-Means clustering to analyze and classify a database of cryptocurrencies.

mapping_earthquakes icon mapping_earthquakes

Create interactive maps using Leaflet.js, GeoJSON , Javascript and D3 library to explore earthquakes around the world.

mental_health_in_tech icon mental_health_in_tech

Looked at the presence of mental health disorders in the tech industry and what factors correlate to one’s mental health. A random forest model was used to predict the presence of a diagnosed mental health disorder with an 86% accuracy.

real_estate_analysis icon real_estate_analysis

Created machine learning model to predict "Sold Price" of a house based on many input factors. This can help a prospective buyer to decide how much to bid for the house.

surfs_up icon surfs_up

Analyze SQLite weather database with Python, Pandas and SQLAlchemy and share the results with Flask.

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