Conclusions and acknowledgements

That’s it for now. I hope you find this practice guide useful, and will apply it in your work. Try implementing just some of the steps or all of them: it feels great when you see it working in practice. I encourage you to read the “Nine simple steps for better-looking python code” for even more ideas on the subject. I would be happy to get your comments and learn your ways to perform CI/CD and keep your code clean.

I would like to thank

• Andrew Lukyanenko for his help with configuring GitHub actions.

• Vladimir Iglovikov for his article and his investment into openness and development of the whole Data Science community.

• Open Data Science community (ods.ai) as the source of inspiration.