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Oracle 1Z0-1110-26 Exam Overview:

Certification Vendor:Oracle
Exam Name:Oracle Cloud Infrastructure Data Science Professional
Exam Number:1Z0-1110-26
Available Languages:English
Exam Duration:90 minutes
Passing Score:68%
Certificate Validity Period:24 months
Exam Price:$245 USD
Related Certifications:Oracle Cloud Infrastructure Data Science Professional Certification
Real Exam Qty:50
Exam Format:Multiple Response, Multiple Choice
Sample Questions:Oracle 1Z0-1110-26 Sample Questions
Exam Way:Online proctored exam or onsite exam through Oracle University testing providers
Pre Condition:No formal prerequisite. Recommended knowledge includes Python for Data Science and Machine Learning, familiarity with open source ML libraries, at least one year of ML experience, and hands-on experience with OCI Data Science.
Official Syllabus URL:https://education.oracle.com/oracle-cloud-infrastructure-data-science-professional/pexam_1Z0-1110-26

Oracle 1Z0-1110-26 Exam Syllabus Topics:

SectionObjectives
Topic 1: Use Related OCI Services- Design machine learning solutions for business use cases
- Integrate OCI Data and AI services
- Apply OCI services for data ingestion, storage, and processing
Topic 2: Implement End-to-End Machine Learning Lifecycle- Deploy models and consume model endpoints
- Prepare and manage datasets
- Build, train, and evaluate machine learning models
- Save and manage models using Model Catalog
- Automate machine learning workflows and pipelines
Topic 3: Apply MLOps Practices- Monitor and maintain machine learning models
- Implement model lifecycle management
- Use best practices for operationalizing ML solutions
Topic 4: OCI Data Science - Introduction and Configuration- Use OCI Data Science notebooks and sessions
- Understand OCI Data Science service concepts and architecture
- Configure and manage Data Science resources
Topic 5: Design and Set Up Data Science Workspace- Manage notebook sessions and compute resources
- Create and configure Data Science projects
- Use Accelerated Data Science SDK and open source tools

Oracle Cloud Infrastructure Data Science Professional Sample Questions:

Question 1

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 a new job by setting the required parameters in your code and create a new job for every code change
B. Create your code to expect different parameters as command-line arguments and create a new job every time you run the code
C. Create a new job every time you need to run your code and pass the parameters as environment variables
D. 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


Question 2

Which activity is NOT a part of the machine learning life cycle?

A. Database Management
B. Model Deployment
C. Data Access
D. Modeling


Question 3

You have just completed analyzing a set of images by using Oracle Cloud Infrastructure (OCI) Data Labeling, and you want to export the annotated dat a. Which TWO formats are supported?

A. COCO
B. Data Labeling Service Proprietary JSON
C. Spacy
D. CONLL V2003


Question 4

You are attempting to save a model from a notebook session to the model catalog by using the Accelerated Data Science (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 your user group grants manage permissions for the model catalog in this compartment
B. The networking configuration allows access to Oracle Cloud Infrastructure services through a Service Gateway
C. A dynamic group has rules that match the notebook sessions in its compartment
D. The policy for a dynamic group grants manage permissions for the model catalog in this compartment
E. The model artifact is saved to the block volume of the notebook session


Question 5

Which is NOT a compliance document?

A. Penetration test report
B. Attestation
C. Bridge letter
D. Certificate


Solutions:

Question 1
Answer: D
Question 2
Answer: A
Question 3
Answer: A,B
Question 4
Answer: C,D
Question 5
Answer: A

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