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Oracle 1z0-1096-22 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Oracle Machine Learning Notebooks | - SQL and Python integration in OML - Using OML Notebooks for data science workflows |
| Topic 2: Data Preparation and Exploration | - Feature selection and data preprocessing techniques - Data loading and transformation using SQL and Oracle tools |
| Topic 3: Model Deployment and Management | - Model lifecycle management and monitoring - Deploying machine learning models in Oracle Autonomous Database |
| Topic 4: Introduction to Oracle Machine Learning and Autonomous Database | - Machine learning capabilities in Autonomous Database - Oracle Autonomous Database architecture overview |
| Topic 5: Model Building and Evaluation | - Applying machine learning algorithms in Autonomous Database - Model evaluation and performance metrics |
Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:
You have developed a notebook in an Autonomous Database (ADB) and you need to share the notebook with your colleague to run on a different ADB instance.
How should you enable your colleague to work with this notebook?
- A. Export the notebook in . json format and have your colleague import this notebook.
- B. Save the notebook in .csv format and have your colleague import this notebook.
- C. Make the notebook public.
- D. Save the notebook as a shared template.
Correct Answer: A 🗳️
In which three use cases are Oracle Machine Learning algorithms suitable?
- A. Anomaly and fraud detection
- B. Graph analytics
- C. Speech recognition
- D. Customer segmentation
- E. Medical outcome analysis
Correct Answer: A,B,D 🗳️
Which three services can be used to access Oracle Machine Learning Notebooks? (Choose three.)
- A. Autonomous Dedicated Infrastructure
- B. Autonomous Data Warehouse
- C. Autonomous Transaction Processing
- D. Oracle Application Express
- E. Autonomous JSON Database
Correct Answer: B,C,E 🗳️
Explanation: Only visible for VCEDumps members. You can sign-up / login (it's free).
Which two statements are true about OML AutoML UI? (Choose two.)
- A. Automates key modeling steps such as algorithm selection, feature selection, and hy-perparameter tuning.
- B. An Experiment returns a single machine learning model, on successful execution Pro-vides Classification Prediction Type for numeric data and Regression Prediction Type for non-numeric data.
- C. When creating a notebook from an experiment-produced Model, the top algorithm in the Leader Board is automatically selected and converted to OML4Py code.
- D. An Experiment can be run with two possible options: Faster Results or Better Accura-cy.
Correct Answer: A,D 🗳️
Explanation: Only visible for VCEDumps members. You can sign-up / login (it's free).
Which two types of permissions allow you tables and run any script on an owner's account?
- A. Guest
- B. Developer
- C. Viewer
- D. Manager
Correct Answer: B,D 🗳️
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