Code Smells and Refactoring
Indicators of design problems in code and systematic techniques for improving code structure without changing behavior.
Software-Quality
Software Quality Practices for ML Projects
How to apply software quality practices to ML projects: code coverage for non-model code, quality gates in CI/CD, static analysis, testing …
Software Testing Fundamentals
Core concepts of software testing including testing levels, techniques, and principles for verifying software quality.
Technical Debt
The accumulated cost of shortcuts, compromises, and deferred improvements in a software system that increase future maintenance effort.