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Oracle 1z0-1096-22 Exam Syllabus Topics:

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

Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:

Question 1

Which option would you use to load data from Object Storage into an Oracle Autonomous Da-tabase?

A. DBMS_Cloud package
B. Oracle SQL Developer Web
C. Expdp
D. SQL*Loader


Question 2

In which format is an Oracle Machine Learning Notebooks notebook saved or exported?

A. JSON
B. XML
C. custom binary format
D. CSV


Question 3

Which two types of permissions allow you tables and run any script on an owner's account?

A. Viewer
B. Guest
C. Developer
D. Manager


Question 4

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. Shared Notebook
B. Example notebook
C. Personal Notebook
D. Public Notebook


Question 5

Which type of user has access to the Oracle Machine Learning User Management interface?

A. Guest
B. Administrator
C. Developer
D. Manager


Solutions:

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

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