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ISQI ISTQB Certified Tester AI Testing (v1.0) Sample Questions:

1. 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

A) Testing for security
B) Testing for bias
C) Testing for concept drift
D) Testing for accuracy

2. "Splendid Healthcare" has started developing a cancer detection system based on ML. The type of cancer they plan on detecting has 2% prevalence rate in the population of a particular geography. It is required that the model performs well for both normal and cancer patients.
Which ONE of the following combinations requires MAXIMIZATION?
SELECT ONE OPTION

A) Maximize recall and precision
B) Maximize precision and accuracy
C) Maximize specificity number of classes
D) Maximize accuracy and recall

3. Which ONE of the following hardware is MOST suitable for implementing Al when using ML?
SELECT ONE OPTION

A) 64-bit CPUs.
B) High powered CPUs.
C) Hardware supporting high precision floating point operations.
D) Hardware supporting fast matrix multiplication.

4. Which ONE of the following combinations of Training, Validation, Testing data is used during the process of learning/creating the model?
SELECT ONE OPTION

A) Validation data - test data
B) Training data - validation data
C) Training data * test data
D) Training data - validation data - test data

Solutions: