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| Section | Objectives |
|---|---|
| Oracle Machine Learning Notebooks | - Using OML Notebooks for data science workflows - SQL and Python integration in OML |
| Introduction to Oracle Machine Learning and Autonomous Database | - Oracle Autonomous Database architecture overview - Machine learning capabilities in Autonomous Database |
| Model Deployment and Management | - Deploying machine learning models in Oracle Autonomous Database - Model lifecycle management and monitoring |
| Data Preparation and Exploration | - Feature selection and data preprocessing techniques - Data loading and transformation using SQL and Oracle tools |
| Model Building and Evaluation | - Applying machine learning algorithms in Autonomous Database - Model evaluation and performance metrics |
1. Which feature of Oracle Machine Learning Notebooks should you use for data analysis, data discovery, data visualization, and collaboration on Oracle Autonomous Database?
A) Project
B) Job
C) Notebook
D) Workspace
2. Which is a FALSE statement regarding Oracle Machine Learning (OML)?
A) OML provides scalable statistical functions though OML4Py and OML4R.
B) OML provides integration with open source Python and R statistical analysis functions.
C) OML offerings need a separate data visualization tool for creating visualization.
D) OML provides univariate and multivariate statistics.
3. 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) Deploy an OML in-database model to a REST endpoint.
B) Review the model statistics associated with the experiment of an ONNX-format image classification model.
C) Review the model statistics associated with the experiment of an ONNX-format (Open Neural Networks Exchange) model.
D) Create a notebook with auto-generated OML4Py code from an OML in-database model to allow for further model tweaking and batch scoring.
E) Review the model statistics associated with the experiment of an OML in-database model.
4. Which task is NOT required by an Administrator when adding a new user to Oracle Machine Leamina (OML) Notebooks?
A) Issue grant commands on the database to allow access to the tables associated with the user's Oracle Machine Learning Notebooks.
B) Provide the user with an Autonomous Data Warehouse client wallet for remote authentication.
C) Add the user's full name and email ID in the Oracle Machine Learning Management User Interface.
D) Create an OML username and password for the user in the Oracle Machine Learning Management User Interface.
5. Which two can be performed by an Administrator in Oracle Machine Learning Notebooks? (Choose two.)
A) Manage any notebook
B) Reassign user workspace
C) Run noteboooks
D) View notebooks in read-only mode
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: C | Question # 3 Answer: A,D,E | Question # 4 Answer: C | Question # 5 Answer: B,D |
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