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100-pandas-puzzles

100 short data puzzles for pandas, ranging from very easy to super tricky (60% complete)

air-passengers-arima

ARIMA forecasts on the AirPassengers dataset built in Python and Tableau

banditsbook

Code for my book on Multi-Armed Bandit Algorithms

census_income

coursera-analytic-techniques-for-business

Capstone project for Excel to MySQL: Analytic Techniques for Business at Duke University on Coursera

coursera-applied-data-science-with-python

Projects from Applied Data Science with Python at the University of Michigan on Coursera

coursera-data-analysis-and-interpretation

Projects from Data Analysis and Interpretation at Wesleyan University on Coursera

coursera-deep-learning

Projects from Deep Learning at deeplearning.ai on Coursera

coursera-fundamentals-of-computing

Projects from Fundamentals of Computing at Rice University on Coursera

coursera-machine-learning

Projects from Machine Learning at Stanford University on Coursera

coursera-machine-learning-specialization

Projects from Machine Learning at the University of Washington on Coursera

coursera-managing-big-data-with-mysql

SQL tutorial projects from Managing Big Data with MySQL at Duke University on Coursera

covid-19

dashboard to monitor the COVID-19 pandemic

divvy-yelp-analysis

capstone project for the IBM Data Science Devup program

ds_precourse_git_practice

fitbitcoin

a cryptocurrency mined by logging steps on a Fitbit device

fraudulent-event-detection

Detect fraudulent event postings before tickets go on sale

harry_potter_nlp

Harry Potter and the Allocation of Dirichlet

instabot.py

Instagram bot. It works without instagram api, need only login and password. Write on python.

instagram-scraper

scrapes medias, likes, followers, tags and all metadata. Inspired by instagram-php-scraper,bot

memento_for_istanbul

modelling-credit-card-default-risk

This is a logistic regression / binary classification model for a bank to assess the risk of default on credit card applications

multi_armed_bandit

Monte Carlo simulations of several different multi-armed bandit algorithms and a comparison with classical statistical A/B testing

natgeo_instagram_anomaly

portfolio

Portfolio of personal data science projects

presidential_analysis

An analysis of the presidential leadership of the United States

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

prophet_forecasting

forecasting examples using Facebook Prophet

prophet_presentation

python-holidays

Generate and work with holidays in Python