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Oracle 1z0-1096-22 Exam Syllabus Topics:

SectionObjectives
Topic 1: Model Deployment and Management- Model lifecycle management and monitoring
- Deploying machine learning models in Oracle Autonomous Database
Topic 2: Model Building and Evaluation- Applying machine learning algorithms in Autonomous Database
- Model evaluation and performance metrics
Topic 3: Data Preparation and Exploration- Data loading and transformation using SQL and Oracle tools
- Feature selection and data preprocessing techniques
Topic 4: Introduction to Oracle Machine Learning and Autonomous Database- Oracle Autonomous Database architecture overview
- Machine learning capabilities in Autonomous Database
Topic 5: Oracle Machine Learning Notebooks- SQL and Python integration in OML
- Using OML Notebooks for data science workflows

Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:

1. Which is a FALSE statement regarding Oracle Machine Learning (OML)?

A) OML provides univariate and multivariate statistics.
B) OML offerings need a separate data visualization tool for creating visualization.
C) OML provides integration with open source Python and R statistical analysis functions.
D) OML provides scalable statistical functions though OML4Py and OML4R.


2. You want to analyze the spike in sales during weekends in India (Saturday and Sunday) and also perform a similar analysis for weekends in Dubai (Friday and Saturday). You will be reusing these notebooks in similar situations over time. You do not want to share them with other users.
Which template should you use?

A) Personal
B) Public
C) Shared
D) Example


3. Which category of machine learning algorithms does One-Class SVM fall under?

A) Anomaly Detection
B) Classification
C) Clustering
D) Regression


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

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


5. When managing models using the Model Repository screen from the OML AutoML UI, what are the four operations a user can do to models and model deployments?

A) Change the deployment date of a previously deployed OML in-database model.
B) Change the owner of a previously deployed OML in-database model.
C) Deploy an existing Oracle Machine Learning in-database model as a REST endpoint in OML Services.
D) Change the namespace of a previously deployed OML in-database model.
E) Delete an existing OML in-database model.
F) Undeploy a previously deployed OML in-database model.


Solutions:

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

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