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Oracle 1z0-1096-22 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Model Deployment and Management | - Model lifecycle management and monitoring - Deploying machine learning models in Oracle Autonomous Database |
| Oracle Machine Learning Notebooks | - SQL and Python integration in OML - Using OML Notebooks for data science workflows |
| Introduction to Oracle Machine Learning and Autonomous Database | - Machine learning capabilities in Autonomous Database - Oracle Autonomous Database architecture overview |
| Model Building and Evaluation | - Applying machine learning algorithms in Autonomous Database - Model evaluation and performance metrics |
| Data Preparation and Exploration | - Data loading and transformation using SQL and Oracle tools - Feature selection and data preprocessing techniques |
Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:
Question #1
How can you share a notebook with multiple developers for a collaborative effort with notebook editing?
A. You create different notebooks, edit separately, and merge later.
B. You can share notebooks if you have Viewer permissions.
C. You can share notebooks if you have Developer permissions.
D. Notebooks cannot be shared for collaborating with other users.
Question #2
Examine the command:
%sql
SELECT CUST_MARITAL_STATUS, MEDIAN <COST_CREDIT__LIMIT)
FROM SH. CUSTOMERS GROUP BY CUST_MARITAL_STATUS;
Which statement is true about running this command where the table has columns cust_maritax._statu3 (VARCHAR2) and cost_credit_limit (number) with 100k rows of non-null data?
A. It will return an error.
B. It will return the marital status and credit limit of each customer.
C. It will return the median value of customer credit limit grouped by marital status.
D. It will return a customer's marital status and credit limit grouped by marital status
Question #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. 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 (Open Neural Networks Exchange) model.
D. Review the model statistics associated with the experiment of an ONNX-format image classification model.
E. Deploy an OML in-database model to a REST endpoint.
Question #4
Which three tasks can be performed by an Oracle Machine Learning (OML) user with the Developer role?
A. Edit Example templates.
B. Create and run OML notebooks.
C. Create and run scratchpads.
D. Share notebooks.
E. Create other OML users.
F. Transfer OML workspace to other users.
Question #5
When running which type of code must you use %script in Oracle Machine Learning Note-books?
A. JSON script
B. PL/SQL script
C. SQL script
D. JavaScript
Solutions:
| Question #1 Correct Answer: C | Question #2 Correct Answer: C | Question #3 Correct Answer: A,B,E | Question #4 Correct Answer: B,C,D | Question #5 Correct Answer: B |
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