Exam Name: Oracle Machine Learning using Autonomous Database 2022 Specialist
Certification Provider: Oracle
Corresponding Certification: Oracle Autonomous Database
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Oracle 1z0-1096-22 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Oracle Machine Learning Notebooks | - Using OML Notebooks for data science workflows - SQL and Python integration in OML |
| Topic 2: Model Deployment and Management | - Model lifecycle management and monitoring - Deploying machine learning models in Oracle Autonomous Database |
| Topic 3: Model Building and Evaluation | - Applying machine learning algorithms in Autonomous Database - Model evaluation and performance metrics |
| Topic 4: Introduction to Oracle Machine Learning and Autonomous Database | - Machine learning capabilities in Autonomous Database - Oracle Autonomous Database architecture overview |
| Topic 5: Data Preparation and Exploration | - Data loading and transformation using SQL and Oracle tools - Feature selection and data preprocessing techniques |
Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:
You have created a notebook and want to run the notebook on a periodic schedule. How should you achieve this?
- A. You need to contact the database administrator to configure the notebook to run at a particular time.
- B. You have to login as the admin user and schedule a job to run the notebook.
- C. You cannot run the notebook on the scheduled time.
- D. You can create a job and schedule it to run a specific notebook.
Correct Answer: D 🗳️
In which three use cases are Oracle Machine Learning algorithms suitable?
- A. Graph analytics
- B. Anomaly and fraud detection
- C. Speech recognition
- D. Customer segmentation
- E. Medical outcome analysis
Correct Answer: A,B,D 🗳️
Which statement is FALSE about Oracle Machine Learning (OML) Notebooks?
- A. You can set the output format in SQL paragraphs of a notebook.
- B. Within notebook paragraphs you can switch between data views of tables, pie charts, bar charts, line plots and scatter plots.
- 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.
Correct Answer: D 🗳️
You want to segment your customer data for groups to build supervised models.
What should you use to achieve this?
- A. Regression
- B. Classification
- C. Clustering
- D. Feature Extraction
Correct Answer: A 🗳️
To navigate to a specific notebook provided by another user, which is the correct workflow?
- A. Create user > Change workspace > Open notebook
- B. Change user > Open notebook > Create project
- C. Change project > Change workspace > Open notebook
- D. Select workspace > Select project > List notebooks > Open notebook
Correct Answer: D 🗳️
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