• Exam Code: 1z0-1096-22
  • 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:

SectionObjectives
Topic 1: Administration and Security- Administration Tasks
  • 1. User Administration
  • 2. Workspace Administration
  • 3. Security and Access Control
  • 4. Privileges and Roles
Topic 2: Building and Evaluating Models- Model Development
  • 1. Model Evaluation
  • 2. Association Rules
  • 3. Model Scoring
  • 4. Clustering Models
  • 5. Regression Models
  • 6. Classification Models
Topic 3: Oracle Machine Learning Notebooks- Notebook Development
  • 1. Notebook Templates
  • 2. Notebook Forms
  • 3. Collaboration Features
  • 4. Python Notebooks
  • 5. SQL Notebooks
Topic 4: AutoML and In-Database Machine Learning- Automated Machine Learning
  • 1. AutoML Experiments
  • 2. Feature Selection
  • 3. Model Tuning
  • 4. Algorithm Selection
Topic 5: Oracle Machine Learning Fundamentals- Machine Learning Concepts
  • 1. Regression
  • 2. Unsupervised Learning
  • 3. Supervised Learning
  • 4. Clustering
  • 5. Classification
  • 6. Anomaly Detection
Topic 6: Data Preparation and Exploration- Data Analysis
  • 1. Feature Engineering
  • 2. Normalization
  • 3. Data Transformation
  • 4. Missing Value Treatment
  • 5. Data Visualization
  • 6. Data Collection
Topic 7: Oracle Machine Learning Environment- Oracle Machine Learning Components
  • 1. Job Scheduling
  • 2. Notebook Sharing and Permissions
  • 3. User and Workspace Management
  • 4. Workspaces and Templates
  • 5. OML Notebooks

Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:

Which two can be performed by an Administrator in Oracle Machine Learning Notebooks? (Choose two.)

  • A. Run noteboooks
  • B. View notebooks in read-only mode
  • C. Manage any notebook
  • D. Reassign user workspace
Reveal Solution  Discussion  0

Correct Answer: B,D  🗳️

Explanation: Only visible for ITPassLeader members. You can sign-up / login (it's free).

Which three Oracle Machine Learning (OML) Notebooks capabilities are enabled when an OML user is created with the oml_developer role? (Choose three.)

  • A. Share notebooks with other OML users.
  • B. Save scripts to the Python script repository.
  • C. Transfer OML workspace to other users.
  • D. Create and execute OML Notebooks.
Reveal Solution  Discussion  0

Correct Answer: A,B,D  🗳️

Which category of machine learning algorithms does One-Class SVM fall under?

  • A. Classification
  • B. Regression
  • C. Clustering
  • D. Anomaly Detection
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

Explanation: Only visible for ITPassLeader members. You can sign-up / login (it's free).

What are three key features of Oracle Machine Learning Notebooks?

  • A. They support integration with Oracle Data Miner-ID
  • B. They provide a collaborative notebook interface on Oracle Autonomous Database.
  • C. They support SQL, PL/SQL, JavaScript, and PHP scripting languages.
  • D. They enable access to in database implementation of machine learning algorithms.
  • E. They enable job scheduling of notebooks on a recurring schedule.
Reveal Solution  Discussion  0

Correct Answer: A,C,E  🗳️

A supermarket needs to segment its customers based on their purchasing pattern. Which machine learning technique should you use to achieve this?

  • A. Association Rules
  • B. Regression
  • C. Clustering
  • D. Anomaly Detection
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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