1Z0-1110-25 Exam Questions & Answers
Oracle Cloud Infrastructure 2025 Data Science Professional • Oracle
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Sample 1Z0-1110-25 Questions
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You have created a conda environment in your notebook session. This is the first time you are working with published conda environments. You have also created an Object Storage bucket with permission to manage the bucket. Which TWO commands are required to publish the conda environment?
Detailed Answer in Step-by-Step Solution:
Objective: Publish a conda env to Object Storage.
Process: Initialize bucket config, then publish env.
Evaluate Options:
A: Publishes env with slug---correct final step.
B: Lists envs---unrelated to publishing.
C: Sets bucket details---required setup---correct.
D: Creates env---not publishing.
E: Activates env---not for sharing.
Reasoning: C sets up, A executes---standard workflow.
Conclusion: A and C are correct.
OCI documentation states: ''To publish a conda environment, first run odsc conda init (C) with bucket namespace and name, then odsc conda publish (A) with a slug to upload to Object Storage.'' B, D, and E serve other purposes---only A and C are required per OCI's process.
: Oracle Cloud Infrastructure Data Science CLI Reference, 'Publishing Conda Environments'.
True or false? Data scientists typically need a combination of technical skills, nontechnical ones, and suitable personality traits to be successful.
Detailed Answer in Step-by-Step Solution:
Objective: Assess required skills for data scientists.
Analyze Skills:
Technical: Coding, stats, ML.
Nontechnical: Communication, business acumen.
Traits: Curiosity, problem-solving.
Reasoning: Success requires this mix---e.g., explaining models to stakeholders.
Conclusion: A (True) is correct.
OCI documentation states: ''Effective data scientists combine technical skills (e.g., Python), nontechnical skills (e.g., storytelling), and traits like analytical thinking.'' This holistic requirement is true (A), not false (B).
: Oracle Cloud Infrastructure Data Science Documentation, 'Data Scientist Skills'.
You are given a task of writing a program that sorts document images by language. Which Oracle AI Service would you use?
Detailed Answer in Step-by-Step Solution:
Objective: Select an OCI AI service to sort images by language.
Evaluate Options:
A: Digital Assistant---Chatbots, not image/language processing.
B: Vision---Image analysis (e.g., object detection), not language sorting.
C: Speech---Audio-to-text, not image-based.
D: Language---Text analysis (e.g., language detection) after OCR---correct.
Reasoning: Images need OCR (Vision) then language detection (Language)---D fits the sorting task.
Conclusion: D is correct.
OCI Language ''detects and classifies languages in text,'' often paired with OCI Vision's OCR to process document images. Vision (B) extracts text, but Language (D) sorts by language---Digital Assistant (A) and Speech (C) don't apply. Documentation supports this workflow.
: Oracle Cloud Infrastructure Language Documentation, 'Language Detection'.
Which OCI cloud service lets you centrally manage the encryption keys that protect your data and the secret credentials that you use to securely access resources?
Detailed Answer in Step-by-Step Solution:
Objective: Identify the OCI service for key and secret management.
Evaluate Options:
A: Data Safe---Database security, not key management.
B: Cloud Guard---Threat detection, not keys.
C: Data Guard---DB replication, not keys.
D: Vault---Key and secret management---correct.
Reasoning: Vault is OCI's dedicated service for crypto keys and secrets.
Conclusion: D is correct.
OCI documentation states: ''OCI Vault (D) centrally manages encryption keys and secrets, securing data and resource access.'' A, B, and C serve other purposes---only D matches per OCI's securityservices.
: Oracle Cloud Infrastructure Vault Documentation, 'Overview'.
On which option do you set Oracle Cloud Infrastructure Budget?
Detailed Answer in Step-by-Step Solution:
Objective: Determine where OCI budgets are set.
Understand Budgets: Track spending across OCI resources.
Evaluate Options:
A: Compartments---Scoped within tenancy, not budget root.
B: Instances---Specific resources, not budget scope.
C: Tags---Filter costs, not budget setting.
D: Tenancy---Top-level scope for budgets---correct.
Reasoning: Budgets apply at tenancy, optionally filtered (e.g., by compartment).
Conclusion: D is correct.
OCI documentation states: ''Budgets are set at the tenancy level (D), with optional filters like compartments or tags to monitor spending.'' A, B, and C are sub-elements---only D is the primary scope per OCI's cost management.
: Oracle Cloud Infrastructure Cost Management Documentation, 'Setting Budgets'.
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