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| Section | Objectives |
|---|---|
| Topic 1: Use Related OCI Services | - Integrate OCI Data and AI services - Design machine learning solutions for business use cases - Apply OCI services for data ingestion, storage, and processing |
| Topic 2: Design and Set Up Data Science Workspace | - Use Accelerated Data Science SDK and open source tools - Manage notebook sessions and compute resources - Create and configure Data Science projects |
| Topic 3: OCI Data Science - Introduction and Configuration | - Understand OCI Data Science service concepts and architecture - Use OCI Data Science notebooks and sessions - Configure and manage Data Science resources |
| Topic 4: Implement End-to-End Machine Learning Lifecycle | - Build, train, and evaluate machine learning models - Save and manage models using Model Catalog - Automate machine learning workflows and pipelines - Prepare and manage datasets - Deploy models and consume model endpoints |
| Topic 5: Apply MLOps Practices | - Use best practices for operationalizing ML solutions - Implement model lifecycle management - Monitor and maintain machine learning models |
You are a researcher who requires access to large datasets. Which OCI service would you use?
Correct Answer: A 🗳️
Explanation: Only visible for DumpsActual 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?
Correct Answer: B 🗳️
Explanation: Only visible for DumpsActual members. You can sign-up / login (it's free).
Which statement about Oracle Cloud Infrastructure Data Science Jobs is true?
Correct Answer: D 🗳️
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You want to build a multistep machine learning workflow by using the Oracle Cloud Infrastructure (OCI) Data Science Pipeline feature. How would you configure the conda environment to run a pipeline step?
Correct Answer: B 🗳️
Explanation: Only visible for DumpsActual members. You can sign-up / login (it's free).
You are using Oracle Cloud Infrastructure (OCI) Anomaly Detection to train a model to detect anomalies in pump sensor dat a. What are you trying to determine? How does the required False Alarm Probability setting affect an anomaly detection model?
Correct Answer: C 🗳️
Explanation: Only visible for DumpsActual members. You can sign-up / login (it's free).
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