Oracle 1z0-1096-22 Q&A - in .pdf

  • 1z0-1096-22 pdf
  • Exam Code: 1z0-1096-22
  • Exam Name: Oracle Machine Learning using Autonomous Database 2022 Specialist
  • Updated: Jul 28, 2026
  • Q & A: 75 Questions and Answers
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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:

SectionWeightObjectives
Building and Evaluating Models25%- Model development and validation
  • 1. Classification, regression, clustering, association rules
  • 2. Model performance metrics and evaluation
  • 3. OML4SQL, OML4Py, and OML4R usage
  • 4. Model tuning and optimization
Administration and Security10%- Access control and privileges
  • 1. Security policies and data access permissions
  • 2. Monitoring and maintenance
  • 3. User and role management for OML
OML Notebooks and Environment15%- Workspace and notebook management
  • 1. Creating projects, workspaces, and notebooks
  • 2. Sharing, collaboration, and job scheduling
  • 3. SQL, PL/SQL, Python, and R notebook execution
AutoML and Model Management15%- Automated machine learning
  • 1. Model registration, versioning, and deployment
  • 2. AutoML experiments and feature selection
  • 3. Algorithm recommendation and model generation
Data Preparation and Exploration20%- Data access and transformation
  • 1. Handling missing values and outliers
  • 2. Data profiling and visualization
  • 3. Using OML4SQL and OML Notebooks for data exploration
  • 4. Feature engineering and normalization
Oracle Machine Learning Fundamentals15%- Machine learning concepts and paradigms
  • 1. OML components and integration with Autonomous Database
  • 2. In-database machine learning architecture
  • 3. Supervised, unsupervised, and semi-supervised learning

Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:

1. What are three key features of Oracle Machine Learning Notebooks?

A) They enable job scheduling of notebooks on a recurring schedule.
B) They support integration with Oracle Data Miner-ID
C) They support SQL, PL/SQL, JavaScript, and PHP scripting languages.
D) They provide a collaborative notebook interface on Oracle Autonomous Database.
E) They enable access to in database implementation of machine learning algorithms.


2. Which machine learning algorithm allows the system to identify patterns within data sets on its own?

A) Unsupervised Learning
B) Supervised Learning
C) Semi-supervised Learning
D) Reinforcement Learning


3. What is the correct sequence of creating items in Oracle Machine Learning (OML) Notebooks when setting up a new Autonomous Database instance?

A) Notebook, Job, Project, OML User
B) OML User, Notebook, Job
C) Job, Project, Workspace, Notebook
D) Workspace, OML User, Notebook, Jobs


4. Which statement is FALSE about Oracle Machine Learning (OML) Notebooks?

A) Within notebook paragraphs you can switch between data views of tables, pie charts, bar charts, line plots and scatter plots.
B) You can set the output format in SQL paragraphs of a notebook.
C) You can share notebooks with Import/Export operations.
D) When visualizing a 1 million row database data using the built-in Zeppelin visualizers, OML will by default display the results on the entire table.


5. You are tasked with building a predictive model that can estimate the price of houses, based on attributes like number of rooms, square-footage (size), location, neighborhood attributes, year built among others.
Which three algorithms can you use to produce such a model with Oracle Machine Learning?

A) Generalized Linear Model (Classification)
B) Generalized Linear Model (Regression)
C) Support Vector Machine (Regression)
D) Explicit Semantic Analysis
E) One-Class Support Vector Machine
F) Neural Networks (Regression)


Solutions:

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

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