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

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databand-ai/odsc-workshop

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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>")

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

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