Nusrat Jahan's repositories
Amazon_Vine_Analysis
Are paid reviews on Amazon unbiased? Data were downloaded from AWS, processed in Google Colab using PySpark and loaded to pgAdmin, and ratings between paid and unpaid reviews on watches compared.
citibike-sharing
Tableau story presenting trend in bike sharing including area concentration, trip duration, gender and subscriber type, peak and off peak time, etc.
Credit_Risk_Analysis
Build and evaluate several machine learning algorithms by resampling models to predict credit risk.
Cryptocurrencies
This analysis uses unsupervised machine learning on a dataset of cryptocurrencies and classify them into a few groups according to their features.
MechaCar_Statistical_Analysis
Analysis to car prototype data to fit a regression model to predict MPG.
Mission-to-Mars
Scrapping NASA's webpage on Mars, storing the data into Mongodb, creating a flask application to interact with Mongodb and render an interactive webpage.
World_Weather_Analysis
Algorithm to recommend tourist destination and itinerary using weather data from OpenWeatherMap API, and maps from Google API and GMaps.
Kickstarter-analysis
Performing analysis on Kickstarter data to uncover trends