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Oracle 1Z0-1110-26 Exam Syllabus Topics:

Oracle Cloud Infrastructure Data Science Professional Sample Questions:

Question 1

You have a complex Python code project that could benefit from using Data Science Jobs as it is a repeatable machine learning model training task. The project contains many sub-folders and classes. What is the best way to run this project as a Job?

A. ZIP the entire code project folder and upload it as a Job artifact on job creation. Jobs identifies the main executable file automatically
B. ZIP the entire code project folder, upload it as a Job artifact on job creation, and set JOB_RUN_ENTRYPOINT to point to the main executable file
C. Rewrite your code so that it is a single executable Python or Bash/Shell script file
D. ZIP the entire code project folder and upload it as a Job artifact. Jobs automatically identifies the main top-level where the code is run

Question 2

You are a data scientist using Oracle AutoML to produce a model and you are evaluating the score metric for the model. Which TWO of the following prevailing metrics would you use for evaluating a multiclass classification model?

A. R-squared
B. Recall
C. Explained variance score
D. F1-score
E. Mean squared error

Question 3

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? Which THREE steps would you perform?

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

Question 4

You want to use ADSTuner to tune the hyperparameters of a supported model you recently trained. You have just started your search and want to reduce the computational cost as well as assess the quality of the model class that you are using. What is the most appropriate search space strategy to choose?

A. Perfunctory
B. Detailed
C. ADSTuner doesn’t need a search space to tune the hyperparameters
D. Pass a dictionary that defines a search space

Question 5

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 trained on a combination of customer and general industry datasets
C. Accepted file types are SQL and Python
D. It is an important tool for detecting fraud, network intrusions, and discrepancies in sensor time series analysis

Solutions: