Databricks Certified Machine Learning Professional — Question 10

Which of the following tools can assist in real-time deployments by packaging software with its own application, tools, and libraries?

Answer options

• A. Cloud-based compute
• B. None of these tools
• C. REST APIs
• D. Containers
• E. Autoscaling clusters

Correct answer: D

Explanation

Containers are designed to package an application along with its dependencies, ensuring consistent environments for deployment. The other options, such as Cloud-based compute and REST APIs, do not specifically provide the same level of packaging and isolation for applications, while 'None of these tools' and 'Autoscaling clusters' do not directly relate to real-time deployment packaging.