Certified Machine Learning Professional Exam

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Question 49

Which of the following is an advantage of using the python_function(pyfunc) model flavor over the built-in library-specific model flavors?

python_function provides no benefits over the built-in library-specific model flavors

python_function can be used to deploy models in a parallelizable fashion

python_function can be used to deploy models without worrying about which library was used to create the model

python_function can be used to store models in an MLmodel file

python_function can be used to deploy models without worrying about whether they are deployed in batch, streaming, or real-time environments

Correct Answer: C

The primary advantage of using the python_function(pyfunc) model flavor is that it enables deploying models without worrying about which library was used to create the model. This abstraction allows for greater flexibility and interoperability, making it easier to integrate models created with different libraries into a single deployment workflow.

Discussion

hugodscarvalhoOption: C

The python_function flavor allows you to deploy models without being tied to a specific library, making it versatile and agnostic to the library used for model creation.

trendy01Option: C

C. python_function can be used to deploy models without worrying about which library was used to create the model