Practice Test for AIGP
Which of the following are common elements in definitions of AI?
A. Technology
B. Autonomy
✅✅
C. Human Development
D. Data Input - -A. Technology
B. Autonomy
C. Human Development
✅✅
True or False? AI and machine learning mean the same thing and can be used
interchangeably? - -FALSE
An AI system studies a large set of unlabeled data and tries to detect hidden
patterns within it. What type of machine learning is being used in this example?
A. Forecasting
B. Supervised
✅✅
C. Unsupervised
D. Reinforcement - -C. Unsupervised
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 - -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 - -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 - -B. Data Drift
C. Bias
D. Low data quality
, 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 - -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 - -
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 - -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 - -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 - -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.
Which of the following are common elements in definitions of AI?
A. Technology
B. Autonomy
✅✅
C. Human Development
D. Data Input - -A. Technology
B. Autonomy
C. Human Development
✅✅
True or False? AI and machine learning mean the same thing and can be used
interchangeably? - -FALSE
An AI system studies a large set of unlabeled data and tries to detect hidden
patterns within it. What type of machine learning is being used in this example?
A. Forecasting
B. Supervised
✅✅
C. Unsupervised
D. Reinforcement - -C. Unsupervised
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 - -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 - -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 - -B. Data Drift
C. Bias
D. Low data quality
, 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 - -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 - -
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 - -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 - -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 - -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.
