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ISQI CT-AI_v1.0_World Exam Syllabus Topics:

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

1. "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 accuracy and recall
B) Maximize precision and accuracy
C) Maximize specificity number of classes
D) Maximize recall and precision

2. Written requirements are given in text documents, which ONE of the following options is the BEST way to generate test cases from these requirements?
SELECT ONE OPTION

A) Analyzing source code for generating test cases
B) Natural language processing on textual requirements
C) GUI analysis by computer vision
D) Machine learning on logs of execution

3. Which ONE of the following options is the MOST APPROPRIATE stage of the ML workflow to set model and algorithm hyperparameters?
SELECT ONE OPTION

A) Deploying the model
B) Data testing
C) Evaluating the model
D) Tuning the model

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

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

Solutions: