solved mcq- project cycle ARTIFICIAL INTELLIGENCE.pdf

MULTIPLE CHOICE
QUESTION
AI PROJECT CYCLE
AI Projcet Cycle # easy2learn with jyoti

1. In the __________ stage, the developed model is actually evaluated for accuracy and
performance using new data so as to determine if the developed model is deployable
or not. Ans - Evaluation
2. In the __________ stage, broadly the aim and scope of the project undertaken
are decided.
Ans – problem Scoping
3. In the __________ stage, the data are explored to choose the possible models
and clean & normalize the data.
Ans – Data Exploration
4. In the __________ stage, the data are acquired keeping in mind the scope &
parameters of the previous stage.
Ans – Data Acquisition
#easy2learn with Jyoti

5. In the __________ stage, the selected model is tested & analyzed and
the most suitable AI model is chosen and AI algorithms are developed
around it.
Ans – Data Modelling

a) Problem Scoping b) Data Acquisition c) Data Exploration d) Modelling e)Evaluation
1 Which of the following is not a Stage of AI Project Cycle
a) Project Planning b) Project Scoping c) Data Acquisition d) Modelling
Ans - a) Project Planning
2. ____ involves collecting data from various authentic sources such as reliable websites, observations, surveys.
3. Evaluation is the process of understanding the reliability of any AI model, based on outputs
by feeding test dataset into the model & comparing with actual answers. Therefore, it must
be followed by : -
a) Problem Scoping b) Data Acquisition c) Data Exploration d) Deployment
Ans – Deployment
4. Identify the stage of AI Project Cycle - in this Stage, the data required as per the Scope and parameters is
collected while ensuring its accuracy and reliability.
Ans - b) Data Acquisition

• 1. “in this stage, the data is collected from various reliable sources and
authentic sources, and the patterns and trends in the data are interpreted”. –
Data Acquisition
2. In this stage, the patterns of data are explored to choose the models that
may serve the desired purpose.
Data Exploration
• 3. “in this stage, the AI model is tested on some newly fetched data to
ascertain minimum accuracy required for deployment of the model”. –
Evaluation
4. In this stage, various parameters are related to problem definition and
domain are understood.
Problem Scoping
• 5. “in this stage, various probable models are tested and the most efficient
model is determined. Then AI algorithm are built around the chosen AI model
”. –
Modelling

1. The first step of Al Project Cycle is choosing the ______and ____
(a) Topic, Data (b)Theme, Topic (c) Data, Model (d) Model, Algorithm
Ans - (b)Theme, Topic
2 To determine the topic of Al Project, the ____ around the chosen theme are studied.
(a) Data (b) Problems/Issues (c) Domains (d) Models
Ans - (b) Problems/Issues
3. The _____of an Al Project determines its scope.
(a) Data (b) Model (c) Goal (d) Algorithm
Ans – (c ) Goal
4. Which of the following is not done during Problem Scoping?
(a) Identifying the problems and issues (b) Studying and analysing the problems/issues
(c )Setting a goal (d) Collecting data
Ans – (d) Collecting Data

5. The 4Ws Problem Canvas helps in identifying the key elements related to the
problem. Problem canvas is a part of:
(a) Problem Scoping (b) Data Acquisition (c) Modelling (d) Evaluation
Ans - (a) Problem Scoping
6. The _______block of 4Ws Problem Canvas helps in analyzing the people getting affected
directly or indirectly due to it.
(a) Who (b) What (c) Where (d) Why
Ans – Who
7. Which of these is not a valid W of 4Ws canvas tool?
(a) Who (b) Where (c) What (d) Why (e) While
Ans – (e )While
8. The people who will benefit from the solution developed, are known as ________.
a) Resource persons b) Stakeholders c) Developers (d) End users
Ans - b) Stakeholders

9 . In _____ block of 4W's Canvas, the evidence is found to prove that this is a real
problem and must be solved
(a) What (b) Why (c) Who (d) Where
Ans - (a) What
10. In ________block of 4Ws Canvas, the focus is on the contest / situation /location of the problem.
Ans - (a) Where
11. In ______block of 4W's Canvas, the benefits of the solution are Analyzed.
Ans – (b) Why
12. _______ lists and defines a problem by clearly listing its stakeholders, context, situations, and
benefits.
(a) Problem Analysis b) Problem Statement (c) Problem Data (d) Problem Evidence
Ans – (b) Problem Statement

(b) Interview
1. It is a one-on-one conversation between an analyst and the users and clients
to find out about the systems, its functions, shortcomings and flaws.
(a) Survey (b) Interview (c ) Observations (d) API
2. It is a study of the opinions, responses, etc of a group of stakeholders
(a) Survey
3. It refers to human or mechanical watching noticing or perceiving what
people actually do or what events take place in a specific working environment
(c)Observatins

Ans – All of these
1. To build an AI system, you need to source large amounts of data and create
a dataset for ___________
(a) Training (b) Testing (c) Evaluation (d) All of These
2. ______is crucial for the success of any Al project and central to all
activities and phases.
(a) Data (b) Testing (c) Evaluation (d) Training
Ans – Data
3. Which of the following is not a characteristic of quality data?
(a) Accuracy (b) Relevance (c) Reliability (d) Structurefulness
Ans – (d) Structurefulness

Ans Structured
4. The data having a predefined structure and well-defined relationships
among its elements, is called _________ data.
(a) Complete (b) Structured (c) Unstructured (d) Valid
5. Data not fitting in any specific format and having an undefined
relationship is called __________ data.
(a) Complete (b) Structured (c) Unstructured (d) Valid
Ans – Unstructured
6. The type of data, having a name, collected for an Al project is called _____
(a) Relationship (b) Data Feature (c) Structured Data (d) Unstructured
Data
Ans – Data Feature

Ans – Training Data
7. During Data Acquisition feeding previous data into the machine is called
_____
(a) Training Data (b) Predicting data (c) Testing data (d) Evaluating data
8. ________ involves collecting data from various authentic sources such as
reliable websites. observations, surveys.
(a) Data Acquisition (b) Evaluation (c) Data Testing (d) Data Modelling
9. In _______ unseen validation data is used to check how well the Al model
makes predictions/decisions.
(a) Testing (b) Training (c) Evaluation (d) Deployment
Ans – Evaluation

Ans – Testing Data
10. In ________ data with known outcomes is used to validate that the Al
model can make accurate predictions/decisions.
(a) Training Data (b) Predicting data (c) Testing data (d) Evaluating data
11. The ______ data is collected by the users themselves and not sourced from
other sources like, the Internet.
(a) Primary (b) Secondary (c) Structured (d) Unstructured
Ans – Primary
12. The _____ data is resourced from other sources like, the Internet and not
collected by the users themselves.
(a) Primary (b) Secondary (c) Structured (d) Unstructured
Ans – Secondary

Ans – Web Scrapping
13. ______ is a process of using automated bots to crawl through the internet
and extract data.
(a) Interviews (b) Web Scrapping (c) Surveys (d) Sensors
14. ______ help you gather data directly from the mouth of people who reply
to some open enabled question.
Ans – Interviews
15. A _____ uses a set of standardized questions surrounding a specific topic
to collect data from people about their opinions, attributes, or behavior
towards that topic
Ans – Surveys

Ans – Sensors
16. The ______ are some electronic devices used to collect data that can be
measured through devices.
17. To collect images or video data, which of the following methods of data
collection will be the most appropriate?
(a) Internet (b) Cameras (c) Surveys (d) Sensors
Ans – Cameras

DATA EXPLORATION WITH DATA VISUALISATION
1. Data Visualization is carried out during ______ phase of AI project cycle.
(a) Data Acquisition (b) Data Exploration (c) Modelling (d) Problem Scoping
2 Data Visualization cannot happen before the ______phase of Al project cycle
is over.
(a) Data Acquisition (b) Data Exploration (c) Modelling (d) Problem Scoping
3. Data visualization tools provide an accessible way to see and understand ________ in data.
(a) trends (b) outliers (c) patterns (d) all of these
4. ________are visual methods of displaying data.
(a) Tables (b) Data sets (c) Charts (d) Histogram
(b) Data Exploration
(a) Data Acquisition
All of these
Histogram

5. What are the common types of data visualization?
(a) Charts (b) Word Cloud (c) Heat Map (d) All of these
6. Data can be visualized using _________
(a) graphs (b) charts (c) maps (d) all of these
7. What are specific examples of methods to visualize data?
(a) Bubble Chart (b) Pie Chart (c) Scatter Map (d) All of these
9. What are the benefits of data visualization?
(a) Better analysis (b) Identifying patterns (c) Exploring business insights (d) All of these
10. The ________ is a commonly used term referred for a value that
appears far away and diverges from an overall pattern in a sample.
(a) Data (b) Feature (c) Plotted value (d) Outlier
All of These
All of These
All of These
All of These
outlier

8. The importance of data visualization is _________
(a) Leading the target audience to focus on business insights to discover areas that require
attention
(b) Revealing previously unnoticed key points about the data sources to help decision makers
compose data analysis reports
(c) Helping decision makers understand how the business data is being interpreted to
determine business decisions
(d) All of these
11 A _________ is a chart used to plot a correlation between two or more
variables.
(a) Bar chart (b) Scatter plot (c) Pie chart (d) Bubble chart
Outlier is a data point in the dataset that differs significantly from the other data
All of These
Scatter Plot

12 To show "relationship" between variables, _______ are used.
(a) Bar chart (b) Scatter plot (c) Pie chart (d) Bubble chart
13. For what type of data visualization are histograms usually used for ?
(a) Continuous Data (b) Redundant Data (c) Random Data (d) Missing Data
14. __________ is a map that represents data through different shades of
colors.
(a) Heat map (b) Choropleth (c) Bar graph (d) All of these
Bubble Charts
Continuous Data
Heat Map

(d) API
4. It refers to a Programming Interface that works behind a popular software
program the game to collect a specific type of data pertaining to users' way of
using that program. (a) Survey (b) Interview (c ) Observations (d) API
5. It is a data collection technique using a tool that extracts data from websites.
(a) Sensors (b) Web Scraping (c ) Problem Report (d) API
(b) Web Scrapping
6. These are mini devicves that can collect data about an environment or a
body or a specific task.
(a) Sensors (b) Web Scrapping (c ) Problem Reports (d) API
(a)Sensors

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