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Oracle 1z0-1096-22 Exam Syllabus Topics:

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

Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:

Which three tasks can be performed by an Oracle Machine Learning (OML) user with the Developer role?

  • A. Create and run OML notebooks.
  • B. Share notebooks.
  • C. Transfer OML workspace to other users.
  • D. Create and run scratchpads.
  • E. Edit Example templates.
  • F. Create other OML users.
Reveal Solution  Discussion  0

Correct Answer: A,B,D  🗳️

You want to analyze the spike in sales during weekends in India (Saturday and Sunday) and also perform a similar analysis for weekends in Dubai (Friday and Saturday). You will be reusing these notebooks in similar situations over time. You do not want to share them with other users.
Which template should you use?

  • A. Public
  • B. Personal
  • C. Shared
  • D. Example
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

Explanation: Only visible for Lead2Passed members. You can sign-up / login (it's free).

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

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

Correct Answer: C,D  🗳️

Explanation: Only visible for Lead2Passed members. You can sign-up / login (it's free).

Which two components support in-database automatic machine learning (AutoML) functionality?

  • A. OML AutoML UI
  • B. OML4Py
  • C. OML4SQL
  • D. OML4R
  • E. Oracle Data Miner
  • F. OML Services a
Reveal Solution  Discussion  0

Correct Answer: A,B  🗳️

Explanation: Only visible for Lead2Passed members. You can sign-up / login (it's free).

Which three are unsupervised machine learning algorithms?

  • A. K-means clustering
  • B. Naive Bayes
  • C. Association rule
  • D. Principal Component Analysis
  • E. Logistical Regression
  • F. Random Forest
Reveal Solution  Discussion  0

Correct Answer: A,C,D  🗳️

Explanation: Only visible for Lead2Passed members. You can sign-up / login (it's free).

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