Mini toolsDefinition
Systematic processes to verify ML model functionality performance and reliability.
Detailed Explanation
Encompasses unit testing integration testing and system testing specific to ML systems. Includes data validation model performance testing deployment verification and load testing. Also covers testing of data pipelines and deployment infrastructure.
Use Cases
Model quality assurance System integration testing Performance validation Deployment verification
