databand-ai / odsc-workshop

This repo contains materials for a workshop on observability for machine learning pipelines.

Prerequisites

• Python 3.6 or above
• Jupyter Notebook
• The following libraries can be installed with our setup script:

  sklearn
  matplotlib
  pandas
  nbformat
  plotly
  dbnd

Installation

• Setup virtualenv with Python 3.6
• Clone git repository
• Run pip install -e .
• Start Jupyter notebook. Make sure your working directory is the project root. If it's not, add the following 2 lines to the top of your notebook:

import os
os.chdir("<PROJECT_FOLDER>")