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The Oracle 1z0-1110-22 certification exam is structured as a multiple-choice test with 85 questions, and it must be completed within 105 minutes. The exam is designed to test the knowledge and skills of data scientists in using Oracle Cloud Infrastructure for data science projects. Candidates will be required to demonstrate their understanding of key concepts related to data science, such as data exploration, data visualization, and machine learning algorithms.

The Oracle 1z0-1110-22 certification exam aims to provide professionals with the skills and knowledge required to work with Oracle Cloud Infrastructure and develop data science applications. The exam covers topics such as data preparation, model development, and deployment, as well as advanced topics such as model performance optimization and security. The exam is designed to test the ability of professionals to work with the Oracle Cloud Infrastructure platform and apply best practices to develop effective data science solutions.

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Oracle Cloud Infrastructure Data Science 2022 Professional Sample Questions (Q28-Q33):

NEW QUESTION # 28
You are creating an Oracle Cloud Infrastructure (OCI) Data Science job that will run on a recurring basis in a production environment. This job will pick up sensitive data from an Object Storage bucket, train a model, and save it to the model catalog. How would you design the authentication mechanism for the job?

A. Create a pre-authenticated request (PAA) for the Object Storage bucket, and use that in the job code.B. Use the resource principal of the job run as the signer in the job code, ensuring there is a dynamic group for this job run with appropriate access to Object Storage and the model catalog.C. Store your personal OCI config file and kays in the Vault, and access the Vault through the job nun resource principalD. Package your personal OC file and keys in the job artifact.

Answer: B

NEW QUESTION # 29
You want to write a Python script to create a collection of different projects for your data sci-ence team. Which Oracle Cloud Infrastructure (OCI) Data Science Interface would you use?

A. Mobile AppB. OCI ConsoleC. Programming Language Software Development Kit (SDK)D. Command Line Interface (CLI)

Answer: C

NEW QUESTION # 30
As a data scientist, you are working on a global health data set that has data from more than 50 countries. You want to encode three features, such as 'countries', 'race', and 'body organ' as categories. Which option would you use to encode the categorical feature?

A. show_in_notebook()B. OneHotEncoder()C. auto_transform()D. DataFramLabelEncode()

Answer: D

NEW QUESTION # 31
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 condo environment. After running this command, you get a network timeout error. What might be missing from your networking configuration?

A. NAT Gateway with public internet access.B. FastConnect to an on-premises network.C. Primary Virtual Network Interface Card (VNIC).D. Service Gateway with private subnet access.

Answer: A

NEW QUESTION # 32
The Oracle AutoML pipeline automates hyperparameter tuning by training the model with different parameters in parallel. You have created an instance of Oracle AutoML as ora-cle_automl and now you want an output with all the different trials performed by Oracle Au-toML. Which of the following command gives you the results of all the trials?

A. Oracle.automl.visualize_adaptive_sampling_trails()B. Oracle.automl.visualize_algorith_selection_trails()C. Oracle.automl.visualize_tuning_trails()D. Oracle.automl.print_trials()

Answer: D

NEW QUESTION # 33
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