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Oracle 1z0-1096-22 Exam Syllabus Topics:

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

Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:

1. Which feature of Oracle Machine Learning Notebooks should you use for data analysis, data discovery, data visualization, and collaboration on Oracle Autonomous Database?

A) Notebook
B) Project
C) Job
D) Workspace


2. Which three are supervised machine learning algorithms?

A) Association rule
B) Support Vector Machines
C) Random Forest
D) Linear Regression
E) K-means clustering


3. You have created a workspace in Oracle Machine Learning Notebooks and want to share it with collaborators by granting permissions to access your workspace. You want to enable other users to run and modify your notebooks but do not want to provide the ability to schedule jobs that run your notebooks.
Which permission type should be granted to this user?

A) Manager
B) Developer
C) Editor
D) Viewer


4. Examine the command:
%script
SET SQLFORMAT ANSICONSOLE
What is the output of a query if this sqlformat is set?

A) It formats the output columns to add ANSI characters as the delimiter string.
B) It formats the output columns with fixed-width columns with data enclosed in double quotation marks.
C) It formats and resizes the output columns to the width of the data to save space.
D) It formats the output columns to return ANSI characters.


5. Which three data sources can be immediately used for model building in Oracle Machine Learning?

A) Oracle Database views
B) Oracle Database External tables
C) JSON files
D) CSV files
E) Oracle Database tables


Solutions:

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

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