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Oracle 1z0-1096-22 Exam Syllabus Topics:

SectionObjectives
Oracle Machine Learning Notebooks- SQL and Python integration in OML
- Using OML Notebooks for data science workflows
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
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

Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:

1. 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 a customer's marital status and credit limit grouped by marital status
D) It will return the median value of customer credit limit grouped by marital status.


2. What is the correct sequence of function invocations of AutoML API from OML4Py to solve a business problem?

A) Model selection, Algorithm selection
B) Model selection, Algorithm selection
C) Algorithm selection, Feature selection. Model tuning
D) Model tuning. Algorithm selection. Feature selection


3. Which statement is FALSE about Oracle Machine Learning (OML) Notebooks?

A) You can set the output format in SQL paragraphs of a notebook.
B) 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.
C) Within notebook paragraphs you can switch between data views of tables, pie charts, bar charts, line plots and scatter plots.
D) You can share notebooks with Import/Export operations.


4. Which three SQL commands are restricted in an Autonomous Database?

A) Create Tablespace
B) Alter Tablespace
C) Create Table
D) Alter Table
E) Alter Profile


5. What is the correct sequence of creating items in Oracle Machine Learning (OML) Notebooks when setting up a new Autonomous Database instance?

A) Workspace, OML User, Notebook, Jobs
B) Notebook, Job, Project, OML User
C) OML User, Notebook, Job
D) Job, Project, Workspace, Notebook


Solutions:

Question # 1
Answer: D
Question # 2
Answer: C
Question # 3
Answer: B
Question # 4
Answer: A,B,E
Question # 5
Answer: B

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