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 |
|---|---|
| Model Building and Evaluation | - Applying machine learning algorithms in Autonomous Database - Model evaluation and performance metrics |
| Introduction to Oracle Machine Learning and Autonomous Database | - Oracle Autonomous Database architecture overview - Machine learning capabilities in Autonomous Database |
| Data Preparation and Exploration | - Data loading and transformation using SQL and Oracle tools - Feature selection and data preprocessing techniques |
| Oracle Machine Learning Notebooks | - SQL and Python integration in OML - Using OML Notebooks for data science workflows |
| Model Deployment and Management | - Model lifecycle management and monitoring - Deploying machine learning models in Oracle Autonomous Database |
Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:
Which three are unsupervised machine learning algorithms?
- A. K-means clustering
- B. Logistical Regression
- C. Random Forest
- D. Principal Component Analysis
- E. Association rule
- F. Naive Bayes
Correct Answer: A,D,E 🗳️
Explanation: Only visible for Prep4away members. You can sign-up / login (it's free).
How can you share a notebook with multiple developers for a collaborative effort with notebook editing?
- A. Notebooks cannot be shared for collaborating with other users.
- B. You can share notebooks if you have Developer permissions.
- C. You can share notebooks if you have Viewer permissions.
- D. You create different notebooks, edit separately, and merge later.
Correct Answer: B 🗳️
Which four statements are true about Oracle Machine Learning on Oracle Autonomous Database?
- A. It provides a development environment to build models and score data.
- B. It enables data analytics, data discovery, and data visualizations.
- C. It provides an interface to monitor a database.
- D. It provides a collaborative web-based notebook interface.
- E. It includes parallelized in-database algorithms.
- F. It is deployed with Oracle Data Miner.
Correct Answer: A,B,D,E 🗳️
What is the correct sequence of function invocations of AutoML API from OML4Py to solve a business problem?
- A. Model tuning. Algorithm selection. Feature selection
- B. Model selection, Algorithm selection
- C. Model selection, Algorithm selection
- D. Algorithm selection, Feature selection. Model tuning
Correct Answer: D 🗳️
You have shared your workspace with other users. You want to allow them to run and update the notebooks. However, you do not want to provide the ability to schedule the jobs to run notebooks.
Which permission should be granted to other users?
- A. Manager
- B. Admin
- C. Viewer
- D. Developer
Correct Answer: C 🗳️
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