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Bijan Samimi's Projects

amazon_vine_analysis icon amazon_vine_analysis

This project was utilizing Amazons RDS and uploading that data into PostgreSQL to query data either in SQL or in Jupyter Notebooks: Google Collaboratory. With this specific dataset we are going to determine if there was a bias with Amazon review on Sports Items for the Vine Program.

bikesharing_tableau icon bikesharing_tableau

The purpose of this project was to do an analysis of NYC Citibike traffic to determine what a future business owner needs to prepare for, due to her future investment in a rental bike company in Des Moines.

covid-19_analysis icon covid-19_analysis

Utilized Covid-19 Data in Postgresql and explored the public dataset for further exploratory analysis.

covid-19_chest-xray_neural_network icon covid-19_chest-xray_neural_network

In this project, I created a Multiclass Classification Neural Network in which I determined based on an image dataset consisting of Chest X-rays, if a patient is classified as diagnosed with COVID-19, Normal, or has Pneumonia.

credit_risk_analysis icon credit_risk_analysis

In this project, I am going to use machine learning to create prediction models for this classification problem of credit risk. I will be using different techniques to train and evaluate models with given unbalanced classes.

cryptocurrencies icon cryptocurrencies

Clustering Cryptocurrencies Using K-Means to determine which currencies are tradable for profit.

election_analysis icon election_analysis

The purpose of this project was to provide an election audit for the Colorado Board of Elections.

mapping_earthquakes icon mapping_earthquakes

In this project I created multiple website pages to display data from current and past earthquakes given my dataset from an API.

mechacar_statistical_analysis icon mechacar_statistical_analysis

Multiple Linear Regression to determine what quantifies miles per gallon from this dataset. Followed by various statistical testing.

mission_to_mars icon mission_to_mars

Web-Scrapped the latest information about Mars by using Flask, MongoDB, and Python

neural_network_charity_analysis icon neural_network_charity_analysis

This project tried to predict whether applicants will be successful if funded by the Alphabet Soup Co. Alphabet Soup Co. wants to provide funding to companies but it needs to know in advance whether it will be successful or not.

pewlett-hackard-analysis icon pewlett-hackard-analysis

Queried about the future of its employees by finding how many new positions will be available through retirees and finally suggested solutions to executives

plotly icon plotly

https://bsamimi25.github.io/Plotly/.

pyber_analysis icon pyber_analysis

Created more insight into this company by looking at variables that determine profit and provided suggestions to improve upon for months to come.

sqlalchemy_surfs_up icon sqlalchemy_surfs_up

Determine to a future small business owner if investing in a Surf and ice cream shop on the island of Oahu will be profitable given the historical weather in the most profitable month of June and least profitable in December.

ufo icon ufo

Created a webpage with multiple filters to look into insights about UFO Sightings with Javascript, HTML, and CSS.

world_weather_analysis icon world_weather_analysis

Created an Itinerary for a Vacation gave user input for weather specifications. The itinerary will include a route to each hotel after specifications occur for preferred weather

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