Oracle 1z0-1096-22 Dumps : Oracle Machine Learning using Autonomous Database 2022 Specialist

1z0-1096-22 real exams

Exam Code: 1z0-1096-22

Exam Name: Oracle Machine Learning using Autonomous Database 2022 Specialist

Updated: Jul 22, 2026

Q & A: 75 Questions and Answers

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Oracle 1z0-1096-22 Exam Syllabus Topics:

SectionObjectives
Administration and Security- Administration Tasks
  • 1. Privileges and Roles
  • 2. Security and Access Control
  • 3. Workspace Administration
  • 4. User Administration
Building and Evaluating Models- Model Development
  • 1. Regression Models
  • 2. Clustering Models
  • 3. Association Rules
  • 4. Model Scoring
  • 5. Model Evaluation
  • 6. Classification Models
AutoML and In-Database Machine Learning- Automated Machine Learning
  • 1. Feature Selection
  • 2. Model Tuning
  • 3. AutoML Experiments
  • 4. Algorithm Selection
Oracle Machine Learning Notebooks- Notebook Development
  • 1. Python Notebooks
  • 2. SQL Notebooks
  • 3. Notebook Templates
  • 4. Notebook Forms
  • 5. Collaboration Features
Data Preparation and Exploration- Data Analysis
  • 1. Data Transformation
  • 2. Feature Engineering
  • 3. Data Collection
  • 4. Missing Value Treatment
  • 5. Normalization
  • 6. Data Visualization
Oracle Machine Learning Environment- Oracle Machine Learning Components
  • 1. Job Scheduling
  • 2. User and Workspace Management
  • 3. Workspaces and Templates
  • 4. Notebook Sharing and Permissions
  • 5. OML Notebooks
Oracle Machine Learning Fundamentals- Machine Learning Concepts
  • 1. Classification
  • 2. Clustering
  • 3. Supervised Learning
  • 4. Anomaly Detection
  • 5. Regression
  • 6. Unsupervised Learning

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 the median value of customer credit limit grouped by marital status.
B) It will return an error.
C) It will return a customer's marital status and credit limit grouped by marital status
D) It will return the marital status and credit limit of each customer.


2. Two users at different locations are collaborating on a project by editing the same notebook. Which type of notebook should they use for collaboration?

A) Public Notebook
B) Personal Notebook
C) Shared Notebook
D) Example notebook


3. Which machine learning algorithm allows the system to identify patterns within data sets on its own?

A) Reinforcement Learning
B) Unsupervised Learning
C) Supervised Learning
D) Semi-supervised Learning


4. Which three are supervised machine learning algorithms?

A) Association rule
B) Support Vector Machines
C) K-means clustering
D) Random Forest
E) Linear Regression


5. Which two statements are true about OML AutoML UI? (Choose two.)

A) An Experiment can be run with two possible options: Faster Results or Better Accura-cy.
B) 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.
C) Automates key modeling steps such as algorithm selection, feature selection, and hy-perparameter tuning.
D) When creating a notebook from an experiment-produced Model, the top algorithm in the Leader Board is automatically selected and converted to OML4Py code.


Solutions:

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

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