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Oracle 1Z0-1110-26 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Apply MLOps Practices | - Use best practices for operationalizing ML solutions - Monitor and maintain machine learning models - Implement model lifecycle management |
| OCI Data Science - Introduction and Configuration | - Configure and manage Data Science resources - Understand OCI Data Science service concepts and architecture - Use OCI Data Science notebooks and sessions |
| Design and Set Up Data Science Workspace | - Manage notebook sessions and compute resources - Use Accelerated Data Science SDK and open source tools - Create and configure Data Science projects |
| Implement End-to-End Machine Learning Lifecycle | - Deploy models and consume model endpoints - Automate machine learning workflows and pipelines - Prepare and manage datasets - Save and manage models using Model Catalog - Build, train, and evaluate machine learning models |
| Use Related OCI Services | - Apply OCI services for data ingestion, storage, and processing - Design machine learning solutions for business use cases - Integrate OCI Data and AI services |
Oracle Cloud Infrastructure Data Science Professional Sample Questions:
You want to use ADSTuner to tune the hyperparameters of a supported model you recently trained. You have just started your search and want to reduce the computational cost as well as assess the quality of the model class that you are using. What is the most appropriate search space strategy to choose?
- A. ADSTuner doesn’t need a search space to tune the hyperparameters
- B. Perfunctory
- C. Detailed
- D. Pass a dictionary that defines a search space
Correct Answer: B 🗳️
Explanation: Only visible for TorrentExam members. You can sign-up / login (it's free).
Which Security Zone policy is NOT valid?
- A. A boot volume can be moved from a security zone to a standard compartment
- B. A compute instance cannot be moved from a security zone to a standard compartment
- C. Resources in a security zone should not be accessible from the public internet
- D. Resources in a security zone must be automatically backed up regularly
Correct Answer: A 🗳️
Explanation: Only visible for TorrentExam members. You can sign-up / login (it's free).
Which of the following TWO non-open source JupyterLab extensions has Oracle Cloud Infrastructure (OCI) Data Science developed and added to the notebook session experience?
- A. Environment Explorer
- B. Table of Contents
- C. Command Palette
- D. Terminal
- E. Notebook Examples
Correct Answer: A,E 🗳️
Explanation: Only visible for TorrentExam members. You can sign-up / login (it's free).
You are a data scientist designing an air traffic control model, and you choose to leverage Oracle AutoML. You understand that the Oracle AutoML pipeline consists of multiple stages and automatically operates in a certain sequence. What is the correct sequence for the Oracle AutoML pipeline?
- A. Adaptive sampling, Algorithm selection, Feature selection, Hyperparameter tuning
- B. Algorithm selection, Adaptive sampling, Feature selection, Hyperparameter tuning
- C. Adaptive sampling, Feature selection, Algorithm selection, Hyperparameter tuning
- D. Algorithm selection, Feature selection, Adaptive sampling, Hyperparameter tuning
Correct Answer: C 🗳️
Explanation: Only visible for TorrentExam members. You can sign-up / login (it's free).
What happens when a notebook session is deactivated?
- A. The underlying compute instance stops
- B. The data on boot volume is preserved
- C. The block volume attached to the notebook is permanently deleted
- D. Compute cost increases due to frequent deactivation
Correct Answer: A 🗳️
Explanation: Only visible for TorrentExam members. You can sign-up / login (it's free).
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