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Oracle 1z0-1096-22 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Introduction to Oracle Machine Learning and Autonomous Database | - Machine learning capabilities in Autonomous Database - Oracle Autonomous Database architecture overview |
| Model Deployment and Management | - Model lifecycle management and monitoring - Deploying machine learning models in Oracle Autonomous Database |
| Data Preparation and Exploration | - Data loading and transformation using SQL and Oracle tools - Feature selection and data preprocessing techniques |
| Oracle Machine Learning Notebooks | - Using OML Notebooks for data science workflows - SQL and Python integration in OML |
| 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. Which two statements are true about OML AutoML UI? (Choose two.)
A) Automates key modeling steps such as algorithm selection, feature selection, and hy-perparameter tuning.
B) An Experiment can be run with two possible options: Faster Results or Better Accura-cy.
C) When creating a notebook from an experiment-produced Model, the top algorithm in the Leader Board is automatically selected and converted to OML4Py code.
D) An Experiment returns a single machine learning model, on successful execution Pro-vides Classification Prediction Type for numeric data and Regression Prediction Type for non-numeric data.
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 the median value of customer credit limit grouped by marital status.
B) It will return the marital status and credit limit of each customer.
C) It will return an error.
D) It will return a customer's marital status and credit limit grouped by marital status
3. Examine the output:
A) SET SQLFORMAT LOADER
B) SET SQLFORMAT FIXED
C) SET SQLFORMAT DELIMITED
D) SET SQLFORMAT ANSICONSOLE
4. Which three are supervised machine learning algorithms?
A) Random Forest
B) Support Vector Machines
C) Association rule
D) Linear Regression
E) K-means clustering
5. Which option would you use to load data from Object Storage into an Oracle Autonomous Da-tabase?
A) SQL*Loader
B) Oracle SQL Developer Web
C) Expdp
D) DBMS_Cloud package
Solutions:
| Question # 1 Answer: A,B | Question # 2 Answer: A | Question # 3 Answer: A | Question # 4 Answer: A,B,D | Question # 5 Answer: D |
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