3. Install Requirements

The recommended Python version for practice is python>=3.7. For those unfamiliar with the Python environment, please refer to Appendix 1. Python Virtual Environment and install the packages on the client node.

The packages and versions required for the practice are as follows:

• requirements.txt

  kfp==1.8.9
  scikit-learn==1.0.1
  mlflow==1.21.0
  pandas==1.3.4
  dill==0.3.4

Activate the Python virtual environment created in the previous section.

pyenv activate demo

We are proceeding with the package installation.

pip3 install -U pip
pip3 install kfp==1.8.9 scikit-learn==1.0.1 mlflow==1.21.0 pandas==1.3.4 dill==0.3.4