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  • Exam Code: 1z0-1096-22
  • Exam Name: Oracle Machine Learning using Autonomous Database 2022 Specialist
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Oracle 1z0-1096-22 Exam Syllabus Topics:

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

Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:

Question 1

Which step is not required to be performed by an administrator when adding a new user to Oracle Machine Learning (OML) Notebooks?

A. Create an OML username and password for the user in the Oracle Machine Learning User Management interface.
B. Add the user's name and email ID in the Oracle Machine Learning User Management interface.
C. Provide the user with Autonomous Database client wallet for remote credentials.
D. Issue grant commands on tables from other schemas to allow access from shared notebooks.


Question 2

Which type of machine learning algorithm is used to deal with noise in incoming data?

A. Clustering
B. Dimensionality Reduction
C. Regression
D. Classification


Question 3

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. Automates key modeling steps such as algorithm selection, feature selection, and hy-perparameter tuning.
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.


Question 4

You are working as an application developer using Oracle Machine Learning Notebooks and want to get your project and notebooks reviewed by a subject matter expert (SME). You granted the Developer permission to the SME on the workspace.
Which two actions can be performed by the SME?

A. Create new workspaces.
B. View, create, run, and update any notebook in the workspace.
C. Create jobs for shared notebooks.
D. Create new projects.
E. View and run jobs of shared notebooks.


Question 5

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. Example
D. Public


Solutions:

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

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