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| Section | Objectives |
|---|---|
| Topic 1: Apply MLOps Practices | - Implement model lifecycle management - Monitor and maintain machine learning models - Use best practices for operationalizing ML solutions |
| Topic 2: Use Related OCI Services | - Apply OCI services for data ingestion, storage, and processing - Integrate OCI Data and AI services - Design machine learning solutions for business use cases |
| Topic 3: OCI Data Science - Introduction and Configuration | - Configure and manage Data Science resources - Use OCI Data Science notebooks and sessions - Understand OCI Data Science service concepts and architecture |
| Topic 4: Implement End-to-End Machine Learning Lifecycle | - Build, train, and evaluate machine learning models - Prepare and manage datasets - Automate machine learning workflows and pipelines - Deploy models and consume model endpoints - Save and manage models using Model Catalog |
| Topic 5: 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 |
You are working as a Data Scientist for a healthcare company. You have a series of neurophysiological data on OCI Data Science and have developed a convolutional neural network (CNN) classification model. It predicts the source of seizures in drug-resistant epileptic patients. You created a model artifact with all the necessary files. When you deployed the model, it failed to run because you did not point to the correct conda environment in the model artifact. Where would you provide instructions to use the correct conda environment?
Correct Answer: B 🗳️
Explanation: Only visible for PassTestking members. You can sign-up / login (it's free).
Which THREE types of data are used for Data Labeling?
Correct Answer: B,C 🗳️
Explanation: Only visible for PassTestking members. You can sign-up / login (it's free).
You want to make API calls against other OCI services from your instance without configuring user credentials. How would you achieve this?
Correct Answer: A 🗳️
Explanation: Only visible for PassTestking members. You can sign-up / login (it's free).
Which OCI cloud service lets you centrally manage the encryption keys that protect your data and the secret credentials that you use to securely access resources?
Correct Answer: D 🗳️
Explanation: Only visible for PassTestking members. You can sign-up / login (it's free).
As a data scientist, you use the Oracle Cloud Infrastructure (OCI) Language service to train custommodels. Which types of custom models can be trained?
Correct Answer: C 🗳️
Explanation: Only visible for PassTestking members. You can sign-up / login (it's free).
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