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Oracle Cloud Infrastructure Data Science Professional: 1Z0-1110-26 Exam
"Oracle Cloud Infrastructure Data Science Professional", also known as 1Z0-1110-26 exam, is a Oracle Certification. With the complete collection of questions and answers, ExamcollectionPass has assembled to take you through 160 Q&As to your 1Z0-1110-26 Exam preparation. In the 1Z0-1110-26 exam resources, you will cover every field and category in Oracle Cloud Certification helping to ready you for your successful Oracle Certification.
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Oracle 1Z0-1110-26 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Design and Set Up Data Science Workspace | 15% | - Manage access control, security, and IAM integration - Configure compute shapes, storage, and networking - Create and manage projects and notebook sessions |
| Topic 2: Integrate Related OCI Services | 10% | - Integration with OCI Object Storage, Vault, and Networking - Use OCI AI and data services with Data Science |
| Topic 3: Apply MLOps Practices | 20% | - ML pipelines, automation, and reproducibility - Model monitoring, drift detection, and performance tracking - Governance, auditing, and compliance |
| Topic 4: OCI Data Science - Introduction & Configuration | 10% | - Tenancy and environment configuration for Data Science - Overview and core concepts of OCI Data Science - Capabilities of the Accelerated Data Science (ADS) SDK |
| Topic 5: Implement End-to-End Machine Learning Lifecycle | 45% | - Deploy models and manage endpoints - Data preparation, exploration, and transformation - Model development, training, and evaluation - Model saving, cataloging, and versioning - Use AutoML and built-in algorithms |
Oracle Cloud Infrastructure Data Science Professional Sample Questions:
Which is NOT a part of Observability and Management Services?
- A. Logging
- B. Logging Analytics
- C. Event Services
- D. OCI Management Service
Correct Answer: D 🗳️
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Which Web Application Firewall (WAF) service component must be configured to allow, block, or log network requests when they meet specified criteria?
- A. Origin
- B. Web Application Firewall policy
- C. Bot Management
- D. Protection rules
Correct Answer: D 🗳️
Explanation: Only visible for ExamcollectionPass members. You can sign-up / login (it's free).
As a data scientist, you are tasked with creating a model training job that is expected to take different hyperparameter values on every run. What is the most efficient way to set those parameters with Oracle Data Science Jobs?
- A. Create your code to expect different parameters as command-line arguments and create a new job every time you run the code
- B. Create your code to expect different parameters either as environment variables or as command-line arguments, which are set on every job run with different values
- C. Create a new job by setting the required parameters in your code and create a new job for every code change
- D. Create a new job every time you need to run your code and pass the parameters as environment variables
Correct Answer: B 🗳️
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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. F1-score
- C. Explained variance score
- D. Mean squared error
- E. Recall
Correct Answer: B,E 🗳️
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Which two statements are true about published conda environments?
- A. They are curated by Oracle Cloud Infrastructure (OCI) Data Science
- B. You can only create a published conda environment by modifying a Data Science conda environment
- C. In addition to service job run environment variables, conda environment variables can be used inData Science Jobs
- D. Your notebook session acts as the source to share published conda environments with team members
- E. The odsc conda init command is used to configure the location of published conda environments
Correct Answer: C,E 🗳️
Explanation: Only visible for ExamcollectionPass members. You can sign-up / login (it's free).
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