datasharing

The Leek group guide to data sharing

generic-vscode-py-setup

Provides a generic Visual Studio Code setup for Python development

predict_blood_donation

This project works with data collected from the donor database of Blood Transfusion Service Center in Hsin-Chu City in Taiwan. The center passes its blood transfusion service bus to one university in Hsin-Chu City to gather blood donated about every three months. The dataset, obtained from the UCI Machine Learning Repository, consists of a random sample of 748 donors. The task is to predict if a blood donor will donate within a given time window. The work contains a full model-building process: from inspecting the dataset to using the tpot library to automate your Machine Learning pipeline.

predict_credit_card_approval

Commercial banks receive a lot of applications for credit cards. Many of them get rejected for many reasons, like high loan balances, low income levels, or too many inquiries on an individual's credit report, for example. Manually analyzing these applications is mundane, error-prone, and time-consuming. Luckily, this task can be automated with the power of machine learning. Here is an automatic credit card approval predictor using machine learning techniques.

siegstedt

super_bowl_halftime

Whether or not you like football, the Super Bowl is a spectacle. There's drama in the form of blowouts, comebacks, and controversy in the games themselves. There are the ridiculously expensive ads, some hilarious, others gut-wrenching, thought-provoking, and weird. The half-time shows with the biggest musicians in the world, sometimes riding giant mechanical tigers or leaping from the roof of the stadium. Here, we find out how some of the elements of this show interact with each other.

timeseries-generator

A library to generate synthetic time series data by easy-to-use factors and generator

tutorial-tdd-in-python

In this exercises, we will apply TDD to implement a simple function that converts a string with digits and commas into an integer.