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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: OML Notebooks and Environment | 15% | - Workspace and notebook management
|
| Topic 2: Building and Evaluating Models | 25% | - Model development and validation
|
| Topic 3: Oracle Machine Learning Fundamentals | 15% | - Machine learning concepts and paradigms
|
| Topic 4: AutoML and Model Management | 15% | - Automated machine learning
|
| Topic 5: Administration and Security | 10% | - Access control and privileges
|
| Topic 6: Data Preparation and Exploration | 20% | - Data access and transformation
|
1. 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) Undeploy a previously deployed OML in-database model.
B) Change the owner of a previously deployed OML in-database model.
C) Delete an existing OML in-database model.
D) Change the namespace of a previously deployed OML in-database model.
E) Change the deployment date of a previously deployed OML in-database model.
F) Deploy an existing Oracle Machine Learning in-database model as a REST endpoint in OML Services.
2. Which task is NOT required by an Administrator when adding a new user to Oracle Machine Leamina (OML) Notebooks?
A) Create an OML username and password for the user in the Oracle Machine Learning Management User Interface.
B) Issue grant commands on the database to allow access to the tables associated with the user's Oracle Machine Learning Notebooks.
C) Provide the user with an Autonomous Data Warehouse client wallet for remote authentication.
D) Add the user's full name and email ID in the Oracle Machine Learning Management User Interface.
3. Which two statements are true about supervised machine learning?
A) It does not specify a target, it can be applied to a population of interest.
B) It is used to extract meaningful insights from raw data to improve data operational efficiency.
C) The learning process is directed by a previously known dependent attribute or target.
D) It generally results in predictive models.
E) There is no previously known result to guide the algorithm in building the model.
4. Which step in the AutoML pipeline involves reducing the size of the large data set into a small-er data set that adequately represents the original?
A) Feature Selection
B) Algorithm Selection
C) Hyperparameter Tuning
D) Adaptive Sampling
E) Model Selection
5. Which output formats are supported by the SET SQLFORMAT command? (Choose three.)
A) HTML
B) JSON
C) TXT
D) CSV
Solutions:
| Question # 1 Answer: B,D,E,F | Question # 2 Answer: D | Question # 3 Answer: C,D | Question # 4 Answer: D | Question # 5 Answer: A,B,D |
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