Introduction

• Kedro vs Mlflow
  • What is Kedro?
  • What is Mlflow?
  • A brief comparison between Kedro and Mlflow
    • Configuration and prototyping: Kedro 1 - 0 Mlflow
    • Versioning: Kedro 1 - 1 Mlflow
    • Model packaging and service: Kedro 1 - 2 Mlflow
    • Conclusion: Use Kedro and add Mlflow for machine learning projects
• Motivation behind the plugin
  • When should I use kedro-mlflow?
  • Why should I use kedro-mlflow?
    • Benchmark of existing solutions
    • Enforcing Kedro principles