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NOTE: See this updated repository for latest version of these exercises.


Machine Learning for Healthcare

Educational exercises applying machine learning to healthcare

Breast_cancer_features.ipynb

An introductory exercise initially designed for 'Machine Learning for Healthcare' courses (MLmedics.com/).

Uses the 'Breast Cancer Wisconsin' Kaggle dataset (available here) and scikit-learn (documentation here).

Designed to be run in Google Colab.

Initial inspiration from this exercise by CodeMD.

Predicting_No_Shows.ipynb

Training a neural network to predict who will and won't attend hospital appointments.

Uses the "Medical Appointment No Shows" Kaggle dataset (available here) and scikit-learn (documentation here).

Designed to be run in Google Colab, but can be run elsewhere.

Accompanying blog post describing the exercise in detail available here.

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