AIGP Practice Test Questions with
100% Correct Answers
Which of the following models would be most appropriate for analysis of relationships
between two variables?
A. Linear/statistical model
B. Computer vision
C. Reinforcement learning
D. Robotics - Answer- A. Linear/statistical model
When designing and AI system, which considerations impact the choice of the
underlying hardware?
A. Types of data used in training.
B. Complexity of the AI algorithm
C. Quality of the data labels
D. Whether the data is biased - Answer- A. Types of data used in training.
B. Complexity of the AI algorithm
You have been asked to review the AI project for IAPP/ The AI project has been
delivering faulty predictions and corrupt data pipelines. What are possible sources of
these issues? Select all that apply.
A. Inability to scale
B. Data Drift
C. Bias
D. Low data quality - Answer- B. Data Drift
C. Bias
D. Low data quality
Responsible AI practices incorporate which three of the following principles?A. Privacy
measures
B. Safety and security measures
C. Fairness and nondiscrimination
D. Training AI using anonymized and pseudonymized data only - Answer- A. Privacy
measures
B. Safety and security measures
C. Fairness and nondiscrimination
, A neural network consists of multiple layers of nodes, similar to the human brain, and
excels at complex, non-linear inferences in unstructured data. Which of the following are
examples of neural networks?
A. Computer vision
B. Speech recognition
C. Natural Language Processing
D. Linear/statistical models - Answer- A. Computer vision
B. Speech recognition
C. Natural Language Processing
Tuning can improve AI accuracy because it gives more reliable outcomes and better
insights into the data. However, tuning has it's challenges. Which of these are potential
challenges of using AI tuning?
A. Variability due to model type
B. Difficult to scale
C. Simpler AI interfaces
D. Variability due to model complexity - Answer-
What was the main outcome of the Dartmouth Conference?
A. Creation of the first AI program
B. Adoption of the term Artificial Intelligent
C. Development of the LISP programming language
D. All of the above - Answer- B. Adoption of the term Artificial Intelligent
Select the option below that marked the beginning of the era of big data
A. Advent of the internet
B. Rise of mobile technology
C. Increasing importance of data-driven decision-making
D. Increased use of databases - Answer- A. Advent of the internet
You have been asked to improve the elasticity of an AI application. During your review
you discover that the AI algorithm can only receive data from one source and the
application has a hardwired connection for storage. Based on this confirmation, choose
the best course of action.
A. Remove the central processing unit and replace with a graphical processing unit.
B. Increase the network speed to 400 gb/s
C. Replace the hardwired connection with microservices loose coupling.
D. Move the application to the cloud - Answer- C. Replace the hardwired connection
with microservices loose coupling. Why: more servers means more power. A hardwired
connection is not ideal - loose connection would resolve the issue.
True or False? Data collected by means of AI systems raises issues like informed
consent being freely given, the ability to opt out and limiting data collection. - Answer-
True
100% Correct Answers
Which of the following models would be most appropriate for analysis of relationships
between two variables?
A. Linear/statistical model
B. Computer vision
C. Reinforcement learning
D. Robotics - Answer- A. Linear/statistical model
When designing and AI system, which considerations impact the choice of the
underlying hardware?
A. Types of data used in training.
B. Complexity of the AI algorithm
C. Quality of the data labels
D. Whether the data is biased - Answer- A. Types of data used in training.
B. Complexity of the AI algorithm
You have been asked to review the AI project for IAPP/ The AI project has been
delivering faulty predictions and corrupt data pipelines. What are possible sources of
these issues? Select all that apply.
A. Inability to scale
B. Data Drift
C. Bias
D. Low data quality - Answer- B. Data Drift
C. Bias
D. Low data quality
Responsible AI practices incorporate which three of the following principles?A. Privacy
measures
B. Safety and security measures
C. Fairness and nondiscrimination
D. Training AI using anonymized and pseudonymized data only - Answer- A. Privacy
measures
B. Safety and security measures
C. Fairness and nondiscrimination
, A neural network consists of multiple layers of nodes, similar to the human brain, and
excels at complex, non-linear inferences in unstructured data. Which of the following are
examples of neural networks?
A. Computer vision
B. Speech recognition
C. Natural Language Processing
D. Linear/statistical models - Answer- A. Computer vision
B. Speech recognition
C. Natural Language Processing
Tuning can improve AI accuracy because it gives more reliable outcomes and better
insights into the data. However, tuning has it's challenges. Which of these are potential
challenges of using AI tuning?
A. Variability due to model type
B. Difficult to scale
C. Simpler AI interfaces
D. Variability due to model complexity - Answer-
What was the main outcome of the Dartmouth Conference?
A. Creation of the first AI program
B. Adoption of the term Artificial Intelligent
C. Development of the LISP programming language
D. All of the above - Answer- B. Adoption of the term Artificial Intelligent
Select the option below that marked the beginning of the era of big data
A. Advent of the internet
B. Rise of mobile technology
C. Increasing importance of data-driven decision-making
D. Increased use of databases - Answer- A. Advent of the internet
You have been asked to improve the elasticity of an AI application. During your review
you discover that the AI algorithm can only receive data from one source and the
application has a hardwired connection for storage. Based on this confirmation, choose
the best course of action.
A. Remove the central processing unit and replace with a graphical processing unit.
B. Increase the network speed to 400 gb/s
C. Replace the hardwired connection with microservices loose coupling.
D. Move the application to the cloud - Answer- C. Replace the hardwired connection
with microservices loose coupling. Why: more servers means more power. A hardwired
connection is not ideal - loose connection would resolve the issue.
True or False? Data collected by means of AI systems raises issues like informed
consent being freely given, the ability to opt out and limiting data collection. - Answer-
True
