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To prepare for the Oracle 1z0-1110-22 certification exam, professionals should have a strong background in data science and machine learning. They should also have experience working with the Oracle Cloud Infrastructure platform and be familiar with best practices for developing data science solutions. To prepare for the exam, professionals can take advantage of a range of study materials, including online courses, practice exams, and study guides.

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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The Oracle 1z0-1110-22, also known as the Oracle Cloud Infrastructure Data Science 2022 Professional Exam, is a certification exam designed for data scientists who are interested in validating their skills and expertise in using Oracle Cloud Infrastructure for data science projects. This exam is aimed at professionals who have experience in building and deploying machine learning models, data analysis, and data visualization using Oracle Cloud Infrastructure.

Oracle Cloud Infrastructure Data Science 2022 Professional Sample Questions (Q52-Q57):

NEW QUESTION # 52
You realize that your model deployment is about to reach its utilization limit. What would you do to avoid the issue before requests start to fail?

A. Update the deployment to add more instances.
B. Update the deployment to use a larger virtual machine (mare CPUs/memory).
C. Delete the deployment.
D. Reduce the load balancer bandwidth limit so that fewer requests come in.
E. Update the deployment to use fewer instances.

Answer: A

NEW QUESTION # 53
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 your user group grants manage permissions for the model catalog in this compartment.
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 networking configuration allows access to the Oracle Cloud Infrastructure (OCI) services through a Service Gateway.

Answer: A,D

NEW QUESTION # 54
You trained a model to predict housing prices for your city. Which two metrics from the Ac-celerated Data Science (ADS) Evaluation class can be used to evaluate the regression model you just trained?

A. Weighted Recall
B. Mean Absolute Error
C. Explained Variance Score
D. Weighted Precision
E. F-1 Score

Answer: B,C

NEW QUESTION # 55
While reviewing your data, you discover that your data set has a class imbalance. You are aware that the Accelerated Data Science (ADS) SDK provides multiple built-in automatic transformation tools for data set transformation. Which would be the right tool to correct any imbalance between the classes?

A. auto_transform()
B. visualize_transforms()
C. sample()
D. suggeste_recoomendations()

Answer: A

NEW QUESTION # 56
You are building a model and need input that represents data as morning, afternoon, or evening. However, the data contains a time stamp. What part of the Data Science life cycle would you be in when creating the new variable?