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Oracle 1Z0-1110-26 Exam Syllabus Topics:

Oracle Cloud Infrastructure Data Science Professional Sample Questions:

Question 1

During a job run, you receive an error message that no space is left on your disk device. To solve the problem, you must increase the size of the job storage. What would be the most efficient way to do this with Data Science Jobs?

A. Create a new job with increased storage size and then run the job
B. On the job run, set the environment variable that helps increase the size of the storage
C. Your code using too much disk space. Refactor the code to identify the problem
D. Edit the job, change the size of the storage of your job, and start a new job run

Question 2

You are working as a Data Scientist for a healthcare company. You have a series of neurophysiological data on OCI Data Science and have developed a convolutional neural network (CNN) classification model. It predicts the source of seizures in drug-resistant epileptic patients. You created a model artifact with all the necessary files. When you deployed the model, it failed to run because you did not point to the correct conda environment in the model artifact. Where would you provide instructions to use the correct conda environment?

A. requirements.txt
B. model_artifact_validate.py
C. runtime.yaml
D. score.py

Question 3

You have trained three different models on your dataset using Oracle AutoML. You want to visualize the behavior of each of the models, including the baseline model, on the test set. Which class should be used from the Accelerated Data Science (ADS) SDK to visually compare the models?

A. ADSExplainer
B. EvaluationMetrics
C. ADSTuner
D. ADSEvaluator

Question 4

You are attempting to save a model from a notebook session to the model catalog by using 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 the dynamic group grants manage permissions for the model catalog in this compartment
B. The policy for your user group grants manage permissions for the model catalog in this compartment
C. The dynamic groups matching rule exists for notebook sessions in the compartment
D. The model artifact is saved to the block volume of the notebook session
E. The networking configuration allows access to the Oracle Cloud Infrastructure services through a service gateway

Question 5

After you have created and opened a notebook session, you want to use the Accelerated Data Science (ADS) SDK to access your data and get started with exploratory data analysis. From which TWO places can you access the ADS SDK?

A. Oracle Autonomous Data Warehouse
B. Conda environment in OCI Data Science
C. Oracle Big Data Service
D. Oracle Machine Learning
E. Python Package Index (PyPI)

Solutions: