/oreilly-monitoring

Primary LanguageJupyter Notebook

ML Monitoring Tutorial

Author: shreyashankar

Requirements

You can do this entire tutorial locally. You will need the following:

  • Internet connection to download the data
  • Python 3.9+
  • Unix-based shell (use WSL if on Windows)

We recommend you create a conda or virtual environment for this demo.

Setup

  • Navigate to the root and download the requirements by running pip install -r requirements.txt in your terminal
  • Download the data by running source download.sh in your terminal
  • Open jupyter by running jupyter-lab in your terminal or opening the notebook in an editor of your choice (e.g., VSCode)
  • Follow the notebooks in order