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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: Administration and Security | 10% | - Access control and privileges
|
| Topic 4: Data Preparation and Exploration | 20% | - Data access and transformation
|
| Topic 5: AutoML and Model Management | 15% | - Automated machine learning
|
| Topic 6: Oracle Machine Learning Fundamentals | 15% | - Machine learning concepts and paradigms
|
1. Which three SQL commands are restricted in an Autonomous Database?
A) Alter Tablespace
B) Create Tablespace
C) Create Table
D) Alter Table
E) Alter Profile
2. Which category of machine learning algorithms does One-Class SVM fall under?
A) Anomaly Detection
B) Clustering
C) Classification
D) Regression
3. You want to segment your customer data for groups to build supervised models.
What should you use to achieve this?
A) Clustering
B) Feature Extraction
C) Classification
D) Regression
4. Which two statements are true about supervised machine learning?
A) There is no previously known result to guide the algorithm in building the model.
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 does not specify a target, it can be applied to a population of interest.
E) It generally results in predictive models.
5. An OML AutoML UI Experiment is a work unit that minimally contains the definition of which three options? (Choose three.)
A) Prediction Target
B) Prediction Type
C) Data Source
D) Algorithm
E) Parameters
Solutions:
| Question # 1 Answer: A,B,E | Question # 2 Answer: A | Question # 3 Answer: D | Question # 4 Answer: C,E | Question # 5 Answer: A,B,C |
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