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H. Assertion and reason-based questions.

1. Assertion: Price comparison websites are examples of applications based on data science.
Reason: These websites gather data about products from multiple e-commerce sites and provide tailored
results.
a. Both assertion and reason are true, and reason is the correct explanation of the assertion.
b. Both assertion and reason are true, but reason is not the correct explanation of the assertion.

c. Assertion is true, but reason is false.
d. Assertion is false, but reason is true.
2. Assertion: The aviation industry can benefit from data science in understanding customer preferences
and optimizing prices.

Reason: Analysis of ticket booking helps target customers with personalized offers.
a. Both assertion and reason are true, and reason is the correct explanation of assertion.
b. Both assertion and reason are true, but reason is not the correct explanation of assertion.
c. Assertion is true, but reason is false.

d. Assertion is false, but reason is true.
3. Assertion: The 4 W’s Canvas framework helps in scoping a problem in AI project cycle.

Reason: It identifies stakeholders, defines the nature of the problem, explores the situation, and highlights
the benefits of the solution.

a. Both assertion and reason are true, and reason is the correct explanation of assertion.
b. Both assertion and reason are true, but reason is not the correct explanation of assertion.
c. Assertion is true, but reason is false.

d. Assertion is false, but reason is true.
Answers

1. (a) 2. (a) 3. (a)

AI Assessment Zone

A. Tick () the correct answer.
1. What is the primary role of the ‘Where’ canvas in the AI project framework?

a. Analysing data types b. Identifying stakeholders

c. Visualizing data d. Context of the problem
2. Which Python package is commonly used for data manipulation and analysis in tabular form?
a. TensorFlow b. Matplotlib

c. Pandas d. Scikit-learn
3. In the AI project cycle, what comes after the Data Exploration stage?

a. Data Acquisition b. Modelling
c. Evaluation d. Deployment

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