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| Section | Objectives |
|---|---|
| Quality Characteristics for AI-Based Systems | - AI-Specific Quality Attributes
|
| Introduction to AI | - AI Fundamentals
|
| Using AI for Testing | - AI-Assisted Testing
|
| Testing AI-Specific Quality Characteristics | - Quality Validation
|
| ML Data | - Data Quality
|
| ML Neural Networks and Testing | - Neural Networks
|
| Methods and Techniques for Testing AI-Based Systems | - Test Design Techniques
|
| Test Environments for AI-Based Systems | - AI Test Infrastructure
|
| Testing AI-Based Systems Overview | - AI Testing Fundamentals
|
| ML Functional Performance Metrics | - Performance Evaluation
|
| Machine Learning | - ML Fundamentals
|
1. Which ONE of the following options BEST DESCRIBES clustering?
SELECT ONE OPTION
A) Clustering is classification of a continuous quantity.
B) Clustering is done without prior knowledge of output classes.
C) Clustering is supervised learning.
D) Clustering requires you to know the classes.
2. Which ONE of the following options is an example that BEST describes a system with Al-based autonomous functions?
SELECT ONE OPTION
A) A system that utilizes human beings for all important decisions.
B) A system that utilizes a tool like Selenium.
C) A fully automated manufacturing plant that uses no software.
D) A system that is fully able to respond to its environment.
3. ln the near future, technology will have evolved, and Al will be able to learn multiple tasks by itself without needing to be retrained, allowing it to operate even in new environments. The cognitive abilities of Al are similar to a child of 1-2 years.' In the above quote, which ONE of the following options is the correct name of this type of Al?
SELECT ONE OPTION
A) Technological singularity
B) General Al
C) Narrow Al
D) Super Al
4. Pairwise testing can be used in the context of self-driving cars for controlling an explosion in the number of combinations of parameters.
Which ONE of the following options is LEAST likely to be a reason for this incredible growth of parameters?
SELECT ONE OPTION
A) Different weather conditions
B) ML model metrics to evaluate the functional performance
C) Different features like ADAS, Lane Change Assistance etc.
D) Different Road Types
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: D | Question # 3 Answer: B | Question # 4 Answer: B |
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