Oracle 1z0-1096-22 real exam prep : Oracle Machine Learning using Autonomous Database 2022 Specialist

  • Exam Code: 1z0-1096-22
  • Exam Name: Oracle Machine Learning using Autonomous Database 2022 Specialist
  • Updated: Aug 10, 2026
  • Q&As: 75 Questions and Answers

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Oracle 1z0-1096-22 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Administration and Security10%- Access control and privileges
  • 1. Security policies and data access permissions
  • 2. User and role management for OML
  • 3. Monitoring and maintenance
Topic 2: Data Preparation and Exploration20%- Data access and transformation
  • 1. Using OML4SQL and OML Notebooks for data exploration
  • 2. Handling missing values and outliers
  • 3. Data profiling and visualization
  • 4. Feature engineering and normalization
Topic 3: OML Notebooks and Environment15%- Workspace and notebook management
  • 1. Sharing, collaboration, and job scheduling
  • 2. SQL, PL/SQL, Python, and R notebook execution
  • 3. Creating projects, workspaces, and notebooks
Topic 4: 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
Topic 5: AutoML and Model Management15%- Automated machine learning
  • 1. AutoML experiments and feature selection
  • 2. Model registration, versioning, and deployment
  • 3. Algorithm recommendation and model generation
Topic 6: Building and Evaluating Models25%- Model development and validation
  • 1. Model performance metrics and evaluation
  • 2. Classification, regression, clustering, association rules
  • 3. OML4SQL, OML4Py, and OML4R usage
  • 4. Model tuning and optimization

Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:

1. Which two components support in-database automatic machine learning (AutoML) functionality?

A) OML Services a
B) OML4Py
C) Oracle Data Miner
D) OML4R
E) OML AutoML UI
F) OML4SQL


2. Which three types of forms are available in Oracle Machine Learning Notebooks?

A) Text Input form
B) Radio form
C) List form
D) Select form
E) Check Box form


3. Which four statements are true about Oracle Machine Learning on Oracle Autonomous Database?

A) It includes parallelized in-database algorithms.
B) It provides a development environment to build models and score data.
C) It provides a collaborative web-based notebook interface.
D) It provides an interface to monitor a database.
E) It is deployed with Oracle Data Miner.
F) It enables data analytics, data discovery, and data visualizations.


4. Which step in the AutoML pipeline involves reducing the size of the large data set into a small-er data set that adequately represents the original?

A) Algorithm Selection
B) Model Selection
C) Adaptive Sampling
D) Feature Selection
E) Hyperparameter Tuning


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

A) It does not specify a target, it can be applied to a population of interest.
B) It generally results in predictive models.
C) There is no previously known result to guide the algorithm in building the model.
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.


Solutions:

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

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