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WorksheetsAI Project cycle
Total questions: 25
Worksheet time: 9mins
Which of the following is not an authentic source for data acquisition?
Sensors
Surveys
Web Scraping
System Hacking
Problem scoping helps in ________.
setting the goal
identifying the problem
a deeper understanding of the problem
All of these
Which of the following W of 4Ws canvas problem helps in analysing the affected people directly or indirectly?
Who
What
Where
Why
The beginning part of the decision tree is called _______.
Leaves
Root
Nodes
Branches
_________ block helps in focuses on the situation or context the problem is located.
Who
What
Where
Why
______can be collected from various sources like newspapers, cameras, observations, surveys, questionnaires and so on.
Elements
Connectors
Data
Relations
The system in which elements are interconnected and one must understand the elements and relationships between the elements to understand the system is called ______.
Maps
System maps
Images
Data
__________ data is used to assess the AI machine for its efficiency and performance.
Testing data
Training data
Data features
System
Each problem is associated directly or indirectly with some factors. These factors are known as _________
Problem features
Data features
Data factors
Problem factors
__________refers to the method of designing a model of real system.
Evaluation
Modelling
Data acquisition
Data exploration
In ________ stage of AI project cycle, the data is put in a meaningful form to analyse data.
Data Acquisition
Data exploration.
Modelling
Evaluation
In rule-based approach the data is _______and in learning-based approach it is _________.
Unlabeled, unlabeled
Labelled , unlabeled
Unlabeled, labelled
Labelled, labelled
The smallest unit of an image which the computer uses in CV is called (a) .
In___________________, the machine is trained with huge amounts of data which helps it in training itself around the data.
Classification
Supervised Learning
Unsupervised Learning
Deep Learning
________________________ refers to the AI modelling where the machine learns by itself.
Learning Based
Rule Based
Machine Learning
Data Sciences
What are the people facing a problem called?
Activators
Infulencers
Stakeholders
Actors
Image recognition is an example of _____________.
Deep learning
Machine learning
System maps
NLP
In __________approach the relationships or patterns in data are defined by the developer.
Learning based
Rule-based
Decision based
System maps
Which of the following refers to “Where” block of 4Ws canvas?
nature of the problem
context/situation/location
solution or benefits to the stakeholders
stakeholders
Data exploration can be done using __________.
Decision making
Problem scoping
Evaluation
Data Visualization
In a system map, the elements are represented using a _______.
Line
Triangle
Square
Circle
____________ is a method helps to comprehend information quickly and communicate the story to others.
Data visualization
Data acquisition
Data feature
Evaluation
_______ is used to frame the 4Ws into a consolidated template to define the problem and its location, stakeholders and how the problem is solved.
Data visualization
Survey
Problem Statement Template
Data set
Which of these is not a visualization technique?
System maps
Neural network
Pie chart
Decision tree
What is the first stage of AI project cycle?
Evaluation
Data Acquisition
Problem Scoping
Modelling
