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kpasha's Projects

cookiecutter-data-science icon cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

covid-19 icon covid-19

Novel Coronavirus 2019 time series data on cases

covid-20 icon covid-20

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

covid-shared icon covid-shared

Shared paths and command-line utilities for the IHME Covid-19 pipeline.

covid19_bayesianinferencing icon covid19_bayesianinferencing

This is an loose implementation of the paper from Cornell University for predicting Covid 19 evolution in the Netherlands. The original paper estimates the evolution in Peru.

covid_web_scraper icon covid_web_scraper

This web scraping tool collects COVID data from two sources (John Hopkins Github and the COVID Tracking Project), reformats the datetime information, determines what data is new, and appends it into the master dataset.

creditrisk-appliedfinance icon creditrisk-appliedfinance

This repository is a working example of machine learning for applied finance. It takes in historical loan data to teach classification models to determine the likelihood of clients being worthy of a loan by analyzing the probability of default.

data-science-and-machine-learning-projects-dojo icon data-science-and-machine-learning-projects-dojo

collections of data science, machine learning and data visualization projects with pandas, sklearn, matplotlib, tensorflow2, Keras, various ML algorithms like random forest classifier, boosting, etc

database-migration icon database-migration

SQL scripts for automatically importing data from various data management systems into EXASOL.

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