Exam Name: Oracle Machine Learning using Autonomous Database 2022 Specialist
Certification Provider: Oracle
Corresponding Certification: Oracle Autonomous Database
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Oracle 1z0-1096-22 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Oracle Machine Learning Notebooks | - Using OML Notebooks for data science workflows - SQL and Python integration in OML |
| Topic 2: Model Deployment and Management | - Model lifecycle management and monitoring - Deploying machine learning models in Oracle Autonomous Database |
| Topic 3: Model Building and Evaluation | - Model evaluation and performance metrics - Applying machine learning algorithms 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: Introduction to Oracle Machine Learning and Autonomous Database | - Oracle Autonomous Database architecture overview - Machine learning capabilities in Autonomous Database |
Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:
Which statement is FALSE about Oracle Machine Learning (OML) Notebooks?
- A. You can set the output format in SQL paragraphs of a notebook.
- B. Within notebook paragraphs you can switch between data views of tables, pie charts, bar charts, line plots and scatter plots.
- C. You can share notebooks with Import/Export operations.
- D. When visualizing a 1 million row database data using the built-in Zeppelin visualizers, OML will by default display the results on the entire table.
Correct Answer: D 🗳️
Which four statements are true about Oracle Machine Learning on Oracle Autonomous Database?
- A. It provides a development environment to build models and score data.
- B. It is deployed with Oracle Data Miner.
- C. It provides an interface to monitor a database.
- D. It enables data analytics, data discovery, and data visualizations.
- E. It provides a collaborative web-based notebook interface.
- F. It includes parallelized in-database algorithms.
Correct Answer: A,D,E,F 🗳️
When managing models using the Model Repository screen from the OML AutoML UI, what are the four operations a user can do to models and model deployments?
- A. Delete an existing OML in-database model.
- B. Undeploy a previously deployed OML in-database model.
- C. Deploy an existing Oracle Machine Learning in-database model as a REST endpoint in OML Services.
- D. Change the deployment date of a previously deployed OML in-database model.
- E. Change the owner of a previously deployed OML in-database model.
- F. Change the namespace of a previously deployed OML in-database model.
Correct Answer: C,D,E,F 🗳️
An OML AutoML UI Experiment is a work unit that minimally contains the definition of which three options? (Choose three.)
- A. Prediction Target
- B. Data Source
- C. Parameters
- D. Algorithm
- E. Prediction Type
Correct Answer: A,B,E 🗳️
Explanation: Only visible for ExamPrepAway members. You can sign-up / login (it's free).
You have created an Oracle Machine Learning notebook and want to share it with another collaborator. However, you do not want to provide the ability to run or modify the notebook in your workspace.
Which three options can be used to do this?
- A. Provide the user Viewer permission to your workspace.
- B. Share the notebook as a Shared Oracle Machine Learning Template.
- C. Export the notebook and import it into the other user's project.
- D. Provide the user Developer permission to your workspace.
Correct Answer: A,B,D 🗳️
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