Updated: Jul 18, 2026
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1. 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 oracle_automl and now you want an output with all the different trials performed by Oracle AutoML. Which of the following commands gives you the results of all trials?
A) oracle_automl.visualize_adaptive_sampling_trials()
B) oracle_automl.print_trials()
C) oracle_automl.visualize_algorithm_selection_trials()
D) oracle_automl.visualize_tuning_trials()
2. Which of these protects customer data at rest and in transit in a way that allows customers to meet their security and compliance requirements for cryptographic algorithms and key management?
A) Security controls
B) Customer isolation
C) Data encryption
D) Identity Federation
3. 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) Python Package Index (PyPI)
B) Conda environment in OCI Data Science
C) Oracle Machine Learning
D) Oracle Autonomous Data Warehouse
E) Oracle Big Data Service
4. 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 conda environment. After running this command, you get a network timeout error. What might be missing from your networking configuration?
A) FastConnect to an on-premises network
B) NAT Gateway with public internet access
C) Service Gateway with private subnet access
D) Primary Virtual Network Interface Card (VNIC)
5. Which components are a part of the OCI Identity and Access Management service?
A) Regional subnets
B) Compute instances
C) VCN
D) Policies
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: C | Question # 3 Answer: A,B | Question # 4 Answer: B | Question # 5 Answer: D |
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