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 |
|---|---|
| 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:
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.
Correct Answer: A,B 🗳️
Explanation: Only visible for Fast2test members. You can sign-up / login (it's free).
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
Correct Answer: A 🗳️
Examine the output:
- A. SET SQLFORMAT LOADER
- B. SET SQLFORMAT FIXED
- C. SET SQLFORMAT DELIMITED
- D. SET SQLFORMAT ANSICONSOLE
Correct Answer: A 🗳️
Which three are supervised machine learning algorithms?
- A. Random Forest
- B. Support Vector Machines
- C. Association rule
- D. Linear Regression
- E. K-means clustering
Correct Answer: A,B,D 🗳️
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
Correct Answer: D 🗳️
Explanation: Only visible for Fast2test members. You can sign-up / login (it's free).
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