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Oracle 1z0-1096-22 Exam Overview:

Certification Vendor:Oracle
Exam Name:Oracle Machine Learning using Autonomous Database 2022 Specialist
Exam Number:1Z0-1096-22
Certificate Validity Period:2 years / Until version retirement
Exam Format:Multiple Select, Multiple Choice
Exam Price:USD 245
Available Languages:English
Related Certifications:Oracle Autonomous Database Cloud 2022 Specialist
Real Exam Qty:72
Passing Score:65%
Exam Duration:120 minutes
Recommended Training:Using Oracle Machine Learning with Autonomous Database (2022)
Oracle Autonomous Database Learning Subscription
Exam Registration:Pearson VUE Registration
Oracle University Exam Page
Sample Questions:Oracle 1z0-1096-22 Sample Questions
Exam Way:Online proctored or Onsite at Pearson VUE test centers
Pre Condition:No formal prerequisites; hands-on experience with Autonomous Database and basic knowledge of machine learning recommended
Official Syllabus URL:https://education.oracle.com/oracle-machine-learning-using-autonomous-database-2022-specialist/pexam_1Z0-1096-22

Oracle 1z0-1096-22 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Building and Evaluating Models25%- Model development and validation
  • 1. Model performance metrics and evaluation
  • 2. Classification, regression, clustering, association rules
  • 3. Model tuning and optimization
  • 4. OML4SQL, OML4Py, and OML4R usage
Topic 2: Oracle Machine Learning Fundamentals15%- Machine learning concepts and paradigms
  • 1. In-database machine learning architecture
  • 2. Supervised, unsupervised, and semi-supervised learning
  • 3. OML components and integration with Autonomous Database
Topic 3: AutoML and Model Management15%- Automated machine learning
  • 1. AutoML experiments and feature selection
  • 2. Algorithm recommendation and model generation
  • 3. Model registration, versioning, and deployment
Topic 4: OML Notebooks and Environment15%- Workspace and notebook management
  • 1. SQL, PL/SQL, Python, and R notebook execution
  • 2. Sharing, collaboration, and job scheduling
  • 3. Creating projects, workspaces, and notebooks
Topic 5: 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
Topic 6: Administration and Security10%- Access control and privileges
  • 1. Monitoring and maintenance
  • 2. Security policies and data access permissions
  • 3. User and role management for OML

Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:

Question 1

Which four actions would typically be performed during the data preparation step for analyzing data with Oracle Machine Learning?

A. numeric data normalization
B. missing value replacement
C. building a machine learning model
D. performing feature engineering, such as creating derived variables
E. data collection from various sources
F. binning of numeric data


Question 2

How can you share a notebook with multiple developers for a collaborative effort with notebook editing?

A. You create different notebooks, edit separately, and merge later.
B. Notebooks cannot be shared for collaborating with other users.
C. You can share notebooks if you have Developer permissions.
D. You can share notebooks if you have Viewer permissions.


Question 3

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

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


Question 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. Model Selection
B. Algorithm Selection
C. Hyperparameter Tuning
D. Adaptive Sampling
E. Feature Selection


Question 5

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

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


Solutions:

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

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