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| Section | Objectives |
|---|---|
| Topic 1: Model Building and Evaluation | - Model evaluation and performance metrics - Applying machine learning algorithms in Autonomous Database |
| Topic 2: Oracle Machine Learning Notebooks | - SQL and Python integration in OML - Using OML Notebooks for data science workflows |
| Topic 3: Introduction to Oracle Machine Learning and Autonomous Database | - Oracle Autonomous Database architecture overview - Machine learning capabilities in Autonomous Database |
| Topic 4: Data Preparation and Exploration | - Feature selection and data preprocessing techniques - Data loading and transformation using SQL and Oracle tools |
| Topic 5: Model Deployment and Management | - Model lifecycle management and monitoring - Deploying machine learning models in Oracle Autonomous Database |
1. You are creating a job that should run a notebook every hour. You want to make sure that the job does not run repeatedly if there are more than five consecutive failures to run the job.
Which option should you set while creating the job?
A) Timeout in Minutes
B) Minimum Failure Allowed
C) Maximum Number of Runs
D) Maximum Failure Allowed
2. When running which type of code must you use %script in Oracle Machine Learning Note-books?
A) PL/SQL script
B) SQL script
C) JavaScript
D) JSON script
3. You have created a workspace in Oracle Machine Learning Notebooks and want to share it with collaborators by granting permissions to access your workspace. You want to enable other users to run and modify your notebooks but do not want to provide the ability to schedule jobs that run your notebooks.
Which permission type should be granted to this user?
A) Editor
B) Manager
C) Developer
D) Viewer
4. What is the correct sequence of creating items in Oracle Machine Learning (OML) Notebooks when setting up a new Autonomous Database instance?
A) OML User, Notebook, Job
B) Job, Project, Workspace, Notebook
C) Workspace, OML User, Notebook, Jobs
D) Notebook, Job, Project, OML User
5. When managing Machine Learning models using the OML AutoML UI, what are the three actions that can be performed on Oracle Machine Learning (OML) models from within OML AutoML UI?
A) Create a notebook with auto-generated OML4Py code from an OML in-database model to allow for further model tweaking and batch scoring.
B) Review the model statistics associated with the experiment of an OML in-database model.
C) Review the model statistics associated with the experiment of an ONNX-format image classification model.
D) Deploy an OML in-database model to a REST endpoint.
E) Review the model statistics associated with the experiment of an ONNX-format (Open Neural Networks Exchange) model.
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: A | Question # 3 Answer: C | Question # 4 Answer: D | Question # 5 Answer: A,B,D |
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