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Oracle 1Z0-1110-26 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Apply MLOps Practices | 20% | - ML pipelines, automation, and reproducibility - Governance, auditing, and compliance - Model monitoring, drift detection, and performance tracking |
| Integrate Related OCI Services | 10% | - Integration with OCI Object Storage, Vault, and Networking - Use OCI AI and data services with Data Science |
| Implement End-to-End Machine Learning Lifecycle | 45% | - Data preparation, exploration, and transformation - Model development, training, and evaluation - Model saving, cataloging, and versioning - Use AutoML and built-in algorithms - Deploy models and manage endpoints |
| Design and Set Up Data Science Workspace | 15% | - Create and manage projects and notebook sessions - Configure compute shapes, storage, and networking - Manage access control, security, and IAM integration |
| OCI Data Science - Introduction & Configuration | 10% | - Capabilities of the Accelerated Data Science (ADS) SDK - Overview and core concepts of OCI Data Science - Tenancy and environment configuration for Data Science |
Oracle Cloud Infrastructure Data Science Professional Sample Questions:
In machine learning, what is the primary difference between supervised and unsupervised learning?
- A. Supervised learning is created and managed by the Data Engineer.
- B. Supervised learning involves data that has been labeled and classified, while unsupervised learning data is unlabeled and unclassified.
- C. Supervised learning is only used for image recognition, while unsupervised learning can be used for various analytics applications.
- D. Supervised learning is monitored closely by data scientists, while they don’t play a role inunsupervised learning.
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Select two reasons why it is important to rotate encryption keys when using Oracle Cloud Infrastructure (OCI) Vault to store credentials or other secrets.
- A. Key rotation improves encryption efficiency
- B. Periodically rotating keys limits the amount of data encrypted by one key version
- C. Key rotation allows you to encrypt no more than five keys at a time
- D. Key rotation reduces risk if a key is ever compromised
- E. Periodically rotating keys makes it easier to reuse keys
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. Edit the job, change the size of the storage of your job, and start a new job run
- C. On the job run, set the environment variable that helps increase the size of the storage
- D. Your code using too much disk space. Refactor the code to identify the problem
Explanation: Only visible for Exam-Killer members. You can sign-up / login (it's free).
Which is NOT a compliance document?
- A. Penetration test report
- B. Certificate
- C. Attestation
- D. Bridge letter
Explanation: Only visible for Exam-Killer members. You can sign-up / login (it's free).
Which OCI service provides a scalable environment for developers and data scientists to run Apache Spark applications at scale?
- A. Data Science
- B. Data Labeling
- C. Data Flow
- D. Anomaly Detection
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