Question 1

You want to create an anomaly detection model using the OCI Anomaly Detection service that avoids as many false alarms as possible. False Alarm Probability (FAP) indicates model performance. How would you set the value of the False Alarm Probability?

Options :

A : High

B : Low

C : Zero

D : Use a function

Answer: B

Question 2

Which TWO statements about Oracle Cloud Infrastructure (OCI) Open Data service are true?

Options :

A : Open Data includes text and image data repositories for AI and ML.

B : Audio and video formats are not available.

C : Each dataset in Open Data consists of code and tooling usage examples for consumption and reproducibility.

D : Open Data is a dataset repository made for the people that create, use, and manipulate datasets.

E : A primary goal of Open Data is for users to contribute to the data repositories to expand the content offered.

F : Subscribers can pay and log into Open Data to view curated datasets that are otherwise not available to the public.

Answer: A,D

Question 3

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 4

You are using Oracle Cloud Infrastructure (OCI) Anomaly Detection to train a model to detect anomalies in pump sensor dat a. What are you trying to determine? How does the required False Alarm Probability setting affect an anomaly detection model?

Options :

A : It is used to disable the reporting of false alarms

B : It changes the sensitivity of the model to detecting anomalies

C : It determines how many false alarms occur before an error message is generated

D : It adds a score to each signal indicating the probability that it-s a false alarm

Answer: B

Question 5

What is a conda environment?

Options :

A : A system that manages package dependencies

B : A collection of kernels

C : An open-source environment management system

D : An environment deployment system on Oracle AI

Answer: C

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