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| Section | Objectives |
|---|---|
| ML Functional Performance Metrics | - Performance Evaluation
|
| Introduction to AI | - AI Fundamentals
|
| Quality Characteristics for AI-Based Systems | - AI-Specific Quality Attributes
|
| Using AI for Testing | - AI-Assisted Testing
|
| Testing AI-Based Systems Overview | - AI Testing Fundamentals
|
| ML Data | - Data Quality
|
| Methods and Techniques for Testing AI-Based Systems | - Test Design Techniques
|
| Test Environments for AI-Based Systems | - AI Test Infrastructure
|
| ML Neural Networks and Testing | - Neural Networks
|
| Machine Learning | - ML Fundamentals
|
| Testing AI-Specific Quality Characteristics | - Quality Validation
|
Which ONE of the following combinations of Training, Validation, Testing data is used during the process of learning/creating the model?
SELECT ONE OPTION
Correct Answer: D 🗳️
Explanation: Only visible for VCETorrent members. You can sign-up / login (it's free).
In a certain coffee producing region of Colombia, there have been some severe weather storms, resulting in massive losses in production. This caused a massive drop in stock price of coffee.
Which ONE of the following types of testing SHOULD be performed for a machine learning model for stock-price prediction to detect influence of such phenomenon as above on price of coffee stock.
SELECT ONE OPTION
Correct Answer: C 🗳️
Explanation: Only visible for VCETorrent members. You can sign-up / login (it's free).
"BioSearch" is creating an Al model used for predicting cancer occurrence via examining X-Ray images. The accuracy of the model in isolation has been found to be good. However, the users of the model started complaining of the poor quality of results, especially inability to detect real cancer cases, when put to practice in the diagnosis lab, leading to stopping of the usage of the model.
A testing expert was called in to find the deficiencies in the test planning which led to the above scenario.
Which ONE of the following options would you expect to MOST likely be the reason to be discovered by the test expert?
SELECT ONE OPTION
Correct Answer: C 🗳️
Explanation: Only visible for VCETorrent members. You can sign-up / login (it's free).
Max. Score: 2
Al-enabled medical devices are used nowadays for automating certain parts of the medical diagnostic processes. Since these are life-critical process the relevant authorities are considenng bringing about suitable certifications for these Al enabled medical devices. This certification may involve several facets of Al testing (I - V).
I.Autonomy
II.Maintainability
III.Safety
IV.Transparency
V.Side Effects
Which ONE of the following options contains the three MOST required aspects to be satisfied for the above scenario of certification of Al enabled medical devices?
SELECT ONE OPTION
Correct Answer: C 🗳️
Explanation: Only visible for VCETorrent members. You can sign-up / login (it's free).
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