Which of the following describes MLOps?
A.
Applying artificial intelligence to IT Operations
B.
Implementing CI/CD. testing and accelerated development lifecycle to the machine learning model development
C.
Software that thinks like a human through analysis and reasoning to perform complex tasks
D.
A set of capabilities that primarily focuses on the governance and the full life cycle management of all Al and decision models
Correct Answer: B
Explanation:
MLOps, or Machine Learning Operations, applies DevOps principles such as Continuous Integration and Continuous Deployment (CI/CD) to the development and deployment of machine learning models. This approach emphasizes automation, testing, and streamlined workflows to accelerate the machine learning lifecycle, ensuring models are reliable, reproducible, and maintainable in production environments.
The AIOps Foundation course discusses the relationship between AIOps and MLOps, highlighting how integrating these practices can enhance IT operations.