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Oracle 1Z0-1110-26 Exam Syllabus Topics:

Oracle Cloud Infrastructure Data Science Professional Sample Questions:

Question 1

You have an image classification model in the model catalog which is deployed as an HTTP endpoint using model deployments. Your tenancy administrator is seeing increased demands and has asked you to increase the load balancing bandwidth from the default of 10Mbps. You are provided with the following information:
Payload size in KB = 1024
Estimated requests per second = 120 requests/second (Monday through Friday, in every month, in every year) Buffer percentage = 20%What is the optimal load balancing bandwidth to redeploy your model?

A. 452 Mbps
B. 52 Mbps
C. 7052 Mbps
D. 1152 Mbps

Question 2

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

A. A primary goal of Open Data is for users to contribute to the data repositories to expand the content offered.
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. Subscribers can pay and log into Open Data to view curated datasets that are otherwise not available to the public.
F. Open Data includes text and image data repositories for AI and ML.

Question 3

You are a data scientist building a pipeline in the Oracle Cloud Infrastructure (OCI) Data Science service for your machine learning project. You want to optimize the pipeline completion time by running some steps in parallel. Which statement is true about running pipeline steps in parallel?

A. Steps in a pipeline can be run only sequentially
B. All pipeline steps are always run in parallel
C. Pipeline steps can be run in sequence or in parallel, as long as they create a directed acyclic graph (DAG)
D. Parallel steps cannot be run if they are completely independent of each other

Question 4

Which statement about Oracle Cloud Infrastructure Anomaly Detection is true?

A. Data used for analysis can be text or numerical in nature
B. It is an important tool for detecting fraud, network intrusions, and discrepancies in sensor time series analysis
C. It is trained on a combination of customer and general industry datasets
D. Accepted file types are SQL and Python

Question 5

You want to make your model more frugal to reduce the cost of collecting and processing dat a. You plan to do this by removing features that are highly correlated. You would like to create a heatmap that displays the correlation so that you can identify candidate features to remove. Which Accelerated Data Science (ADS) SDK method is appropriate to display the comparability between Continuous and Categorical features?

A. correlation_ratio_plot()
B. pearson_plot()
C. cramersv_plot()
D. corr()

Solutions: