2025-class10-CH2

Choose the correct order of AI project cycle stages: i) Evaluation ii) Data Exploration iii) Data Acquisition iv) Problem Scoping v) Modelling vi) Deployment

• a) i,ii,vi,iii,iv,v
• b) ii,iii,iv,i,v, vi
• c) iv, iii, ii , v, i , vi
• d) vi, v, iv, ii, iii, i

The business or project requirements for the AI model is reviewed in______________

• a) problem scoping
• b) data acquisition
• c) data exploration
• d) modelling

When a project is started, the person should be very clear with

• a) problem reasons
• b) problem solutions
• c) problem statement
• d) All of these

Problem scoping is the stage where

• a) the problem can be identified and goals can be set
• b) the problem can be put on paper
• c) the problem can be discussed among stakeholders
• d) the problem can be understood by the people

Divya is doing problem scoping. She is not familiar with the term used for the people who face the problem and would be benefitted from the solution. Who are they

• a) customers
• b) shareholders
• c) houners
• d) stakeholders

Which of the following statement is correct for training data: i) Data should be relevant ii) Data should be authentic iii) Data should be downloaded only iv) Data can be anything

• a) i, and ii
• b) i, ii and iii
• c) ii, iii and iv
• d) all of them

The types of data collected during the AI project cycle is considered as

• a) Data Features
• b) Data Attributes
• c) Data Collection
• d) Data Characteristics

Which of the following is not a method of data acquisition?

• a) Surveys
• b) Web scapping
• c) Sensors
• d) None of these

Web scraping refers to

• a) collecting data using automated bots to crawl through the internet
• b) collecting data from the dark web
• c) collecting data through a website or an app
• d) collecting data through emails

You can download data from any website directly. So which types of data, you can download to use them freely?

• a) Someone’s property
• b) Data generated by a specific group
• c) Open Source Data
• d) Closed Source Data