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Oracle 1z0-1096-22 Exam Syllabus Topics:

SectionWeightObjectives
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
Oracle Machine Learning Fundamentals15%- Machine learning concepts and paradigms
  • 1. In-database machine learning architecture
  • 2. OML components and integration with Autonomous Database
  • 3. Supervised, unsupervised, and semi-supervised learning
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
OML Notebooks and Environment15%- Workspace and notebook management
  • 1. Sharing, collaboration, and job scheduling
  • 2. Creating projects, workspaces, and notebooks
  • 3. SQL, PL/SQL, Python, and R notebook execution
Building and Evaluating Models25%- Model development and validation
  • 1. Model tuning and optimization
  • 2. Model performance metrics and evaluation
  • 3. OML4SQL, OML4Py, and OML4R usage
  • 4. Classification, regression, clustering, association rules
Data Preparation and Exploration20%- Data access and transformation
  • 1. Data profiling and visualization
  • 2. Handling missing values and outliers
  • 3. Feature engineering and normalization
  • 4. Using OML4SQL and OML Notebooks for data exploration

Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:

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

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


2. Which three are unsupervised machine learning algorithms?

A) Naive Bayes
B) Logistical Regression
C) Random Forest
D) Association rule
E) K-means clustering
F) Principal Component Analysis


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

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


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

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


5. When running which type of code must you use %script in Oracle Machine Learning Note-books?

A) PL/SQL script
B) JSON script
C) JavaScript
D) SQL script


Solutions:

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

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