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| Section | Objectives |
|---|---|
| Topic 1: Model Building and Evaluation | - Applying machine learning algorithms in Autonomous Database - Model evaluation and performance metrics |
| Topic 2: Model Deployment and Management | - Deploying machine learning models in Oracle Autonomous Database - Model lifecycle management and monitoring |
| 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 | - Machine learning capabilities in Autonomous Database - Oracle Autonomous Database architecture overview |
| Topic 5: Oracle Machine Learning Notebooks | - Using OML Notebooks for data science workflows - SQL and Python integration in OML |
Question 1
Which type of user has access to the Oracle Machine Learning User Management interface?
A. Manager
B. Developer
C. Administrator
D. Guest
Question 2
You have created a workspace in Oracle Machine Learning Notebooks and want to share it with collaborators by granting permissions to access your workspace. You want to enable other users to run and modify your notebooks but do not want to provide the ability to schedule jobs that run your notebooks.
Which permission type should be granted to this user?
A. Viewer
B. Editor
C. Manager
D. Developer
Question 3
Which two components support in-database automatic machine learning (AutoML) functionality?
A. OML4R
B. OML Services a
C. OML4SQL
D. OML4Py
E. OML AutoML UI
F. Oracle Data Miner
Question 4
Which three types of templates are available in Oracle Machine Learning Notebooks?
A. Example templates
B. Public templates
C. Personal templates
D. Shared templates
E. Custom templates
Question 5
Which two statements are true about supervised machine learning?
A. It generally results in predictive models.
B. The learning process is directed by a previously known dependent attribute or target.
C. It is used to extract meaningful insights from raw data to improve data operational efficiency.
D. There is no previously known result to guide the algorithm in building the model.
E. It does not specify a target, it can be applied to a population of interest.
Solutions:
| Question 1 Answer: C | Question 2 Answer: D | Question 3 Answer: D,E | Question 4 Answer: A,C,D | Question 5 Answer: A,B |
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