https://towardsdatascience.com/avoiding-technical-debt-with-ml-pipelines-3e5b6e0c1c93?gi=8f8c9d302be
Avoiding technical debt with ML pipelines
Strike a balance between rapid results and high-quality coding.
Hamza Tahir
“ML practitioners in many organizations are heavily incentivized to make quick-wins to produce early results. However, this leads to accumulated technical debt which eventually slows down the team over time. The solution is to follow proper software engineering principles from the get-go and lean on guidelines to strike a balance between rapid results and high-quality software development.”