Reproducible Data Science

It is easy to make extremely unreproducible data science projects.

List that look relatively quick and developer friendly:

Any missing?

• ploomber
• zenML
• kedro

Resources:

• ploomber workflow management review

• Data Orchestration Explained by fivetran

• list of tools by neptune.ai

• TDS blog on Data Orchestration for Start Ups

• TDS blog data orchestration primer

Related

• DagsHub
  • an entire platform
• dbt
  • orchestration for sql