Machine Learning Operations best practices
- Design proper ML pipelines - Implement proper data versioning - Use proper model tracking - Implement proper monitoring - Use proper deployment strategies - Implement proper A/B testing - Use proper feature stores - Implement proper CI/CD - Use proper model serving - Follow best practices - Implement proper logging - Use proper metrics tracking