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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Model Development and Deployment | 30% | - Model training
|
| Topic 2: OCI Data Science Service | 30% | - Model catalog
|
| Topic 3: MLOps and OCI Integration | 20% | - OCI ecosystem
|
| Topic 4: Machine Learning Fundamentals | 20% | - Supervised learning
|
Question 1
You are a data scientist building a pipeline in the Oracle Cloud Infrastructure (OCI) Data Science service for your machine learning project. You want to optimize the pipeline completion time by running some steps in parallel. Which statement is true about running pipeline steps in parallel?
A. Steps in a pipeline can be run only sequentially
B. Pipeline steps can be run in sequence or in parallel, as long as they create a directed acyclic graph (DAG)
C. All pipeline steps are always run in parallel
D. Parallel steps cannot be run if they are completely independent of each other
Question 2
Triggering a PagerDuty notification as part of Monitoring is an example of what in the OCI Console?
A. Action
B. Function
C. Event
D. Rule
Question 3
Which of the following programming languages are most widely used by data scientists?
A. C and C++
B. Python, R, and SQL
C. Java and JavaScript
Question 4
As a data scientist, you use the Oracle Cloud Infrastructure (OCI) Language service to train custommodels. Which types of custom models can be trained?
A. Object detection, Text classification
B. Text classification, Named Entity Recognition (NER)
C. Image classification, Named Entity Recognition (NER)
D. Sentiment Analysis, Named Entity Recognition (NER)
Question 5
What is a common maxim about data scientists?
A. They spend 80% of their time finding and preparing data and 20% analyzing it.
B. They spend 80% of their time on failed analytics projects and 20% doing useful work.
C. They spend 80% of their time analyzing data and 20% finding and preparing it.
Solutions:
| Question 1 Answer: B | Question 2 Answer: A | Question 3 Answer: B | Question 4 Answer: B | Question 5 Answer: A |
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