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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: MLOps and OCI Integration | 20% | - Automation and pipelines
|
| Topic 2: Machine Learning Fundamentals | 20% | - Supervised learning
|
| Topic 3: OCI Data Science Service | 30% | - Model catalog
|
| Topic 4: Model Development and Deployment | 30% | - Model deployment
|
1. What happens when a notebook session is deactivated?
A) The underlying compute instance stops
B) The data on boot volume is preserved
C) Compute cost increases due to frequent deactivation
D) The block volume attached to the notebook is permanently deleted
2. You want to write a program that performs document analysis tasks such as extracting text and tables from a document. Which Oracle AI service would you use?
A) OCI Speech
B) OCI Vision
C) Oracle Digital Assistant
D) OCI Language
3. You have trained a binary classifier for a loan application and saved this model into the model catalog. A colleague wants to examine the model, and you need to share the model with your colleague. From the model catalog, which model artifacts can be shared?
A) Model metadata and hyperparameters only
B) Models, model metadata, hyperparameters, metrics
C) Metadata, hyperparameters, metrics only
D) Models and metrics only
4. What is the primary difference between a data scientist and a data engineer?
A) A data engineer creates data flows to be used as templates by the data analyst.
B) A data engineer collects and prepares data, and a data scientist then analyzes it.
C) A data engineer builds data pipelines and helps prepare data, while a data scientist is responsible for data collection, preparation, and analysis.
D) A data engineer analyzes data after a data scientist collects and prepares it.
5. Which is NOT a part of Observability and Management Services?
A) OCI Management Service
B) Logging Analytics
C) Event Services
D) Logging
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: B | Question # 3 Answer: B | Question # 4 Answer: B | Question # 5 Answer: A |
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