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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Apply MLOps Practices | 20% | - Governance, auditing, and compliance - Model monitoring, drift detection, and performance tracking - ML pipelines, automation, and reproducibility |
| Topic 2: Implement End-to-End Machine Learning Lifecycle | 45% | - Model saving, cataloging, and versioning - Use AutoML and built-in algorithms - Data preparation, exploration, and transformation - Model development, training, and evaluation - Deploy models and manage endpoints |
| Topic 3: OCI Data Science - Introduction & Configuration | 10% | - Overview and core concepts of OCI Data Science - Tenancy and environment configuration for Data Science - Capabilities of the Accelerated Data Science (ADS) SDK |
| Topic 4: Design and Set Up Data Science Workspace | 15% | - Manage access control, security, and IAM integration - Configure compute shapes, storage, and networking - Create and manage projects and notebook sessions |
| Topic 5: Integrate Related OCI Services | 10% | - Use OCI AI and data services with Data Science - Integration with OCI Object Storage, Vault, and Networking |
In machine learning, what is the primary difference between supervised and unsupervised learning?
Correct Answer: C 🗳️
Explanation: Only visible for Actual4test members. You can sign-up / login (it's free).
You have received machine learning model training code, without clear information about the optimal shape to run the training on. How would you proceed to identify the optimal compute shape for your model training that provides a balanced cost and processing time?
Correct Answer: D 🗳️
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Which THREE types of data are used for Data Labeling?
Correct Answer: B,D 🗳️
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Which encryption is used for Oracle Data Science?
Correct Answer: E 🗳️
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Which OCI service provides a managed Kubernetes service for deploying, scaling, and managing containerized applications?
Correct Answer: A 🗳️
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