WorksheetsAI Project Cycle and Ethical Frameworks
Total questions: 47
Worksheet time: 24mins
What is the purpose of ethical frameworks in AI?
To ensure AI makes morally acceptable choices.
To increase the efficiency of AI algorithms.
To reduce the cost of AI development.
What are the three domains of AI models based on the type of data fed into them?
Statistical Data, Computer Vision, Natural Language Processing
Machine Learning, Deep Learning, Reinforcement Learning
Data Mining, Data Analysis, Data Visualization
What is the main objective of Natural Language Processing?
To read, decipher, understand, and make sense of human languages.
To analyze visual information and predict decisions.
To collect and maintain data sets.
What is the first stage of the AI Project Cycle?
Problem Scoping
Data Acquisition
Model Testing
What factors can influence decision-making in charitable donations?
Identity of the charity recipient
Location of the recipient
Bias towards relatives
All of the above
What is the purpose of defining the problem statement during the Problem Scoping stage in an AI project cycle?
To collect data
To understand the aim and objective of the project
To train the model
To process data
In what ways can AI models be categorized based on the type of data fed into them?
Two domains
Four domains
Three domains
Five domains
In Statistical Data, what is the primary function of the system in relation to data?
Generating large datasets
Analyzing data to extract insights
Converting data into images
Distributing data across networks
What is the main goal of Computer Vision projects?
Translating audio data into visual descriptions
Converting digital data into analogue signals
Teaching machines to understand textual information
Converting digital visual data into computer-readable language
What is the primary focus of NLP?
Analyzing computer languages
Interacting between computers and humans using artificial language
Dealing with the interaction between computers and humans using natural language
Enhancing human-to-human communication
What do frameworks provide in the context of problem-solving?
Random solutions
Step-by-step guidance
Legal advice
Ethical justifications
How are Ethical Frameworks for AI categorized?
Into legal and illegal frameworks
Into sector-based and value-based frameworks
Into historical and contemporary frameworks
Into theoretical and practical frameworks
What is the first stage of the AI Project Cycle?
Problem Scoping
Data Acquisition
Model Building
Evaluation
What is the purpose of acquiring data in the AI Project Cycle?
What is the purpose of defining the problem statement during the Problem Scoping stage in an AI project cycle?
To collect data
To understand the aim and objective of the project
To process data
To train the model
In what ways can AI models be categorized based on the type of data fed into them?
Two domains
Four domains
Three domains
Five domains
In statistical data, what is the primary function of the system in relation to data?
Generating large datasets
Analyzing data to extract insights
Converting data into images
Distributing data across networks
What is the main goal of Computer Vision projects?
Translating audio data into visual descriptions
Converting digital data into analogue signals
Teaching machines to understand textual information
Converting digital visual data into a computer-readable format
What is the primary focus of NLP?
Analyzing computer languages
Interacting between computers and humans using artificial language
Dealing with the interaction between computers and humans using natural language
Enhancing human-to-human communication
What do frameworks provide in the context of problem-solving?
Random solutions
Step-by-step guidance
Legal advice
Ethical justifications
How are Ethical Frameworks for AI categorized?
Into legal and illegal frameworks
Into sector-based and value-based frameworks
Into historical and contemporary frameworks
Into theoretical and practical frameworks
How are Ethical Frameworks for AI categorized?
Into legal and illegal frameworks
Into sector-based and value-based frameworks
Into historical and contemporary frameworks
Into theoretical and practical frameworks
What is the central focus of virtue-based value frameworks?
Maximizing utility
Protecting human rights
Aligning actions with ethical principles and beliefs
Ensuring compliance with legal regulations
Which of the following best describes rights-based value frameworks?
Prioritizing human rights and dignity, valuing human life over other considerations.
Evaluating actions based on maximizing overall good and minimizing harm.
Centering on the character of the decision-maker and the alignment of actions with personal or societal virtues.
Focusing on achieving outcomes that offer the greatest benefit.
What is the primary domain of application for bioethics?
Agriculture
Healthcare and life sciences
Information technology
Environmental conservation
Assertion: Value-based frameworks in ethics provide guidance by focusing on fundamental ethical principles and values.
Reasoning: These frameworks reflect different moral philosophies that guide ethical reasoning and are concerned with assessing the moral worth of actions.
Both Assertion and Reasoning are true, and Reasoning is the correct explanation of the Assertion.
Assertion is true, but Reasoning is false.
Both Assertion and Reasoning are true, but Reasoning is not the correct explanation of the Assertion.
Assertion is false, but Reasoning is true.
Assertion: Ethics provide guidance in distinguishing right from wrong.
Reasoning: Ethics consist of a set of values and morals that aid individuals in making moral judgments and decisions.
Both Assertion and Reasoning are true, and Reasoning is the correct explanation of the Assertion.
Assertion is true, but Reasoning is false.
Both Assertion and Reasoning are true, but Reasoning is not the correct explanation of the Assertion.
Assertion is false, but Reasoning is true.
Which of the following is not an authentic source for data acquisition?
Sensors
Surveys
Web Scraping
System Hacking
What is the primary purpose of data preprocessing in data analysis?
Removing outliers
Converting data to text format
Enhancing data quality
Adding noise to the data
Which of the following is a common technique for data reduction in data mining?
Clustering
Regression
Sampling
Classification
What is the purpose of association rule mining in data analysis?
Identifying patterns in data
Performing regression analysis
Converting data to text format
Adding noise to the data
your challenge is to make sure that no unauthorised person enters
the premises. For this, you: (choose one)
Get photographs of all the authorised people.
Get photographs of all the unauthorised people.
Get photographs of the premises in which the diamond has been kept.
Get photographs of all the visitors.
Among the given applications identify which is NOT an example of AI
Phones with Smart Lock
Google assistant
Beauty filters
Remote Control Drones
Which of the following is not a part of the 4Ws Problem Canvas?
Who?
Why?
What?
Which?
Which of the following comes under Problem Scoping?
System Mapping
4Ws Canvas
Data Features
Web scraping
Which one of the following is the second stage of AI project cycle?
Data Exploration
Data Acquisition
Modelling
Problem Scoping
2.Which one of the following is the last component of the AI project cycle?
Data Exploration
Modelling
Evaluation
Project Scoping
Under ________ stage of AI Project Cycle, we look at various parameters which affect the problem we wish to solve so that the picture becomes clearer.
Modelling
Evaluation
Problem Scoping
Data Exploration
Which of the following are the visual representation of data?
Graphs
Maps
AI Models
Flowchart
Codes
What is Problem Scoping?
Solution of a problem
Exploring the patterns out of the collected data sets
Developing an algorithm for a problem solution
Identifying a problem and having a vision to solve it,
How many SDGs have been announced by the United nations?
20
17
2030
2020
The people who face the stated problem and would be benefitted with the solution are termed as
Stakeholders
Key Persons
Who
End user
What is termed as the Problem Statement Template?
the template summaries all the cards of 4Ws Problem Canvas
Data set collected to extract the key elements of a problem
The template provides the prediction of the data set
None of these
For any AI project to be efficient, the training data should be __________ and relevant to the
problem statement scoped.
outsourced
free-sourced
authentic
All of these
Which of these are open-sourced Govt. portals ?
data.gov.in
cbse.nic.in
wikipedia.org
india.gov.in
reasons of analysis and visualising data are
Quickly get a sense of the trends, relationships and patterns contained within the data.
Define strategy for which model to use at a later stage.
Communicate the same to others effectively
All of these
Statement:1 At the same time, we should keep in mind that the data which we collect is open-sourced and not someone’s property.
Statement 2: Extracting private data can be an offence.
Statement 1 is True
Statement 2 is True
Statement 1 and 2 both are True
None of these statements are True
