Duolingo-User-Engagement

Duolingo user engagement forecasting using Markov Chain model for DAU, WAU, and MAU

Development

• Create a Python virtual environment and activate

  python -m venv dev

  .\dev\Scripts\activate

• Install the packages and dependencies as listed in requirements file

  pip install -r requirements.txt --no-cache-dir --disable-pip-version-check

• Start your development Jupyter Notebook or Jupyter Lab server

  jupyter lab --notebook-dir=. --no-browser

  jupyter notebook

References

• Modeling DAU with Markov Chain - How to predict DAU using Duolingo's growth model and control the prediction

• Markov Chains: A Comprehensive Guide to Stochastic Processes and the Chapman-Kolmogorov Equation