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NEW QUESTION 53
You are using Oracle Cloud Infrastructure Anomaly Detection to train a model to detect anomalies in pump sensor dat a. How does the required False Alarm Probability settings affect an anomaly detection model?

• A. It Adds a score to each signal indicating the probability that it is false alarm.
• B. It changes the sensitivity of the model to detect anomalies.
• C. It determines how many false alarms occur before an error message is generated.
• D. It is used to disable the reporting of false alarm.

Answer: B

NEW QUESTION 54
You are a data scientist trying to load data into your notebook session. You understand that Accelerated Data Science (ADS) SDK supports loading various data formats. Which of the following THREE are ADS supported data formats?

• A. Raw Images
• B. DOCX
• C. Pandas DataFram
• D. XML
• E. JSON

Answer: C,D,E

NEW QUESTION 55
Using Oracle AutoML, you are tuning hyperparameters on a supported model class and have specified a time budget. AutoML terminates computation once the time budget is exhausted. What would you expect AutoML to return in case the time budget is exhausted before hy-perparameter tuning is completed?

• A. The current best-known hyperparameter configuration is returned.
• B. A random hyperparameter configuration is returned.
• C. The last generated hyperparameter configuration is returned.
• D. A hyperparameter configuration with a minimum learning rate is returned.

Answer: A

NEW QUESTION 56
You are attempting to save a model from a notebook session to the model catalog by using the Accelerated Data Science (ADS) SDK, with resource principal as the authentication signer, and you get a 404 authentication error. Which TWO should you look for to ensure permissions are set up correctly?

• A. The policy for the dynamic group grants manages permissions for the model catalog in this compartment.
• B. The policy for your user group grants manage permissions for the model catalog in this compartment.
• C. The dynamic group's matching rule exists for notebook sessions in this compartment.
• D. The model artifact is saved to the block volume of the notebook session.
• E. The networking configuration allows access to the Oracle Cloud Infrastructure (OCI) services through a Service Gateway.

Answer: A,B

NEW QUESTION 57
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