Question 1

What do you use the score.py file for?

Options :

A : Configure the deployment infrastructure

B : Execute the inference logic code

C : Define the required conda environment

D : Define the scaling strategy

Answer: B

Question 2

You are running a pipeline in the OCI Data Science service and want to override some of the pipeline's default settings. Which of the following statements about overriding pipeline defaults is true?

Options :

A : Pipeline defaults can be overridden only during pipeline creation.

B : Pipeline defaults can be overridden only by the Administrator.

C : Pipeline defaults can be overridden before starting the pipeline execution.

D : Pipeline defaults cannot be overridden once the pipeline has been created.

Answer: C

Question 3

Which of these protects customer data at rest and in transit in a way that allows customers to meet their security and compliance requirements for cryptographic algorithms and key management?

Options :

A : Security controls

B : Customer isolation

C : Data encryption

D : Identity Federation

Answer: C

Question 4

You are a data scientist working inside a notebook session and you attempt to pip install a package from a public repository that is not included in your conda environment. After running this command, you get a network timeout error. What might be missing from your network configuration?

Options :

A : The NAT Gateway with public internet access

B : Service Gateway with private subnet access

C : FastConnect to an on-premises network

D : Primary Virtual Network Interface Card (VNIC)

Answer: A

Question 5

You are a data scientist designing an air traffic control model, and you choose to leverage Oracle AutoML. You understand that the Oracle AutoML pipeline consists of multiple stages and automatically operates in a certain sequence. What is the correct sequence for the Oracle AutoML pipeline?

Options :

A : Algorithm selection, Feature selection, Adaptive sampling, Hyperparameter tuning

B : Adaptive sampling, Algorithm selection, Feature selection, Hyperparameter tuning

C : Adaptive sampling, Feature selection, Algorithm selection, Hyperparameter tuning

D : Algorithm selection, Adaptive sampling, Feature selection, Hyperparameter tuning

Answer: C

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