BIOT7060

Machine Learning Workshop - Predicting Patient Diabetes with Demographics and Medical Information

by @alexgcsa

Colab Notebooks

The material can be accessed via Google Colab Notebooks:

• Classification Colab - Part 1
• Classification Colab - Part 2

Local installation

Alternatively, if you want to run it locally, we suggest you use Anaconda (or Miniconda) to manage a virtual environment and install dependencies.

First, create an environment with the following command:

$ conda create -n workshop_ml

Then, install dependencies via pip:

$ conda activate workshop_ml

$ conda install python=3.10

$ pip install -r requirements.txt

If you need to run under this environment at any time, use the following command to activate it and open the notebook:

$ conda activate workshop_ml

$ jupyter notebook