A data scientist who is lost in a forest full of code. Related to the second and last tip. Image created with Midjourney by the author.

Software Engineering Best Practices for Writing Maintainable ML Code

Advanced coding tips for data scientists

Unlike traditional software engineering projects, ML codebases tend to lag behind in code quality due to their complex and evolving nature, leading to increased technical debt and difficulties in collaboration. Prioritizing maintainability is important to create robust ML solutions…