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Sergei's Projects

bikesharing icon bikesharing

Analysis of NYC Bikeshare data using Tableau to find out the relationship between number of trips, bikes, trip duration based on the NYC demography.

credit_risk_analysis icon credit_risk_analysis

Apply machine learning to predict credit card risk using imbalanced-learn and scikit-learn libraries to build and evaluate models using resampling.

cryptocurrencies icon cryptocurrencies

Using unsupervised machine learning on cryptocurrencies that are on the trading market and how they could be grouped to create a classification system for this new investment.

mapping_earthquakes icon mapping_earthquakes

Mapping earthquake data and visualizing using javascript, D3, leaflet.js and Mapbox map API.

mechacar_statistical_analysis icon mechacar_statistical_analysis

A statistical study to compare vehicle performance of the MechaCar vehicles against other manufacturers. Perform multiple linear regression analaysis , T-tests and collect summary statistics on various parameters.

mission-to-mars icon mission-to-mars

Scrape all data on the web on mission to Mars and store it in MongoDB and finally put it together on a web application based on flask.

movies-etl icon movies-etl

ETL (Extract Transform Load) on Kaggle and Wiki Movies dataset . Extract data from two sources stored as JSON and CSV transform it using Python and Pandas and finally load it in Postgresql database.

plotly icon plotly

Use javascript to manipulate json data and prepare dashboards to present the data using plotly.

surfs_up icon surfs_up

Run Anlaytics on weather dataset for Oahu island using SQLite, SQLAlchemy, and Flask

ufos icon ufos

Create a website dedicated to UFO enthusiasts having data about UFO sightings around the world

world_weather_analysis icon world_weather_analysis

Use analysis, visualization, and statistical skills to retrieve and analyze weather data for a hypothetical travel company, PlanMyTrip.

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