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Oracle 1z0-1096-22 Exam Syllabus Topics:

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

Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:

1. Which statement is FALSE about OML Notebooks?

A) The administrator is not authorized to run notebooks.
B) You must have the Administrator role to access the OML User Management Interface.
C) An existing database user cannot be added as an OML user using the User Manage-ment Interface.
D) You must have the Administrator role to access the compute resources page.


2. Which two templates are supported while saving a notebook?

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


3. 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) Shared
B) Personal
C) Public
D) Example


4. Which two statements are true about supervised machine learning?

A) It generally results in predictive models.
B) There is no previously known result to guide the algorithm in building the model.
C) It does not specify a target, it can be applied to a population of interest.
D) It is used to extract meaningful insights from raw data to improve data operational efficiency.
E) The learning process is directed by a previously known dependent attribute or target.


5. You have created an Oracle Machine Learning notebook and want to share it with another collaborator. However, you do not want to provide the ability to run or modify the notebook in your workspace.
Which three options can be used to do this?

A) Share the notebook as a Shared Oracle Machine Learning Template.
B) Export the notebook and import it into the other user's project.
C) Provide the user Viewer permission to your workspace.
D) Provide the user Developer permission to your workspace.


Solutions:

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

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