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Oracle Cloud Infrastructure Data Science 2022 Professional Sample Questions (Q47-Q52):

NEW QUESTION # 47
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 determines how many false alarms occur before an error message is generated.
• B. It is used to disable the reporting of false alarm.
• C. It changes the sensitivity of the model to detect anomalies.
• D. It Adds a score to each signal indicating the probability that it is false alarm.

Answer: C

NEW QUESTION # 48
You are working as a data scientist for a healthcare company. They decide to analyze the data to find patterns in a large volume of electronic medical records. You are asked to build a PySpark solution to analyze these records in a JupyterLab notebook. What is the order of recommended steps to develop a PySpark application in Oracle Cloud Infrastructure (OCI) Data Science?

• A. Develop your PySpark application Create a Data Flow application with the Ac-celerated Data Science (ADS) SOK
• B. Launch a notebook session. Configure core-site.xml. Install a PySPark conda environ-ment.
• C. Configure core-site.xml. Install a PySPark conda environment. Create a Data Flow application with the Accelerated Data Science (ADS) SDK Develop your PySpark ap-plication. Launch a notebook session.
• D. Install a spark conda environment. Configure core-site.xml. Launch a notebook session: Create a Data Flow application with the Accelerated Data Science (ADS) SOK. Develop your PySpark application
• E. Launch a notebook session. Install a PySpark conda environment. Configure coresite. xml.
• F. Develop your PySpark application. Create a Data Flow application with the Ac-celerated Data science (ADS) SDK.

Answer: F

NEW QUESTION # 49
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 networking configuration allows access to the Oracle Cloud Infrastructure (OCI) services through a Service Gateway.
• B. The model artifact is saved to the block volume of the notebook session.
• C. The dynamic group's matching rule exists for notebook sessions in this compartment.
• D. The policy for the dynamic group grants manages permissions for the model catalog in this compartment.
• E. The policy for your user group grants manage permissions for the model catalog in this compartment.

Answer: D,E

NEW QUESTION # 50
The Accelerated Data Science (ADS) model evaluation classes support different types of ma-chine learning modeling techniques Which THREE types of modeling techniques are supported by ADS Evaluators?

• A. Recurrent Neural Network
• B. Regression Analysis
• C. Principal Component Analysis
• D. Multiclass Classification
• E. Binary Classification
• F. K-Means Clustering

Answer: B,D,E

NEW QUESTION # 51
You are using a third-party Continuous Integration/Continuous Delivery (CI/CD) tool to create a pipeline for preparing and training models. How would you integrate a third-party tool outside Oracle Cloud Infrastructure (OCI) to access Data Science Jobs?

• A. Data Science Jobs does not accept code from third-party tools, therefore you need to run the pipeline externally.
• B. Third-party software can access Data Science Jobs by using any of the OCI Software Development Kits (SDKs).
• C. Data Science Jobs Data Science Jobs is not accessible from outside OCI.
• D. Third-party tools use authentication keys to create and run.

Answer: B

NEW QUESTION # 52
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