Page 170 - AI Ver 1.0 Class 10
P. 170
SECTION B (Subjective Type Questions)
A. Short answer type questions:
1. What are the two different approaches for AI modelling? Explain in short.
2. Explain any two visualisation techniques with examples.
3. What are the different types of sources of data from where we can collect reliable and authentic datasets?
4. Explain the 4Ws Problem canvas?
5. Differentiate between rule-based and learning-based AI modelling approaches.
B. Long answer type questions:
1. Give three advantages of neural networks.
2. What is data exploration? Why is it an important step in AI projects?
3. What are the important points to consider for data visualisation?
4. What is reinforcement learning?
5. Explain dimensionality reduction in detail.
C. Activities:
1. You are a security in charge of your school. Design an AI based smart security system for your school. Identify the
stakeholders for this project. Draw 4W project canvas for the same.
2. Suggest the type of Supervised Learning Models best suited for the given problems. Specify the reasons for your
selection also.
NNW N NNE NE
NNW
24 Kph
16 Kph 13 Kph
11 Kph
6am - 10am 10am - 2am 2pm - 6pm 6pm - 10pm
WIND SPEED FORCAST FOR TOMORROW
3. In the present pandemic situation, unemployment is a major concern in the world. Give your opinion as to whether AI
can prove to be a boon or a bane. The class will be divided into two groups, each group will speak for and against the
motion.
D. Competency-based/Application-based questions:
1. Climate change, increasing water scarcity, population growth, demographic changes and urbanization already pose
challenges for water supply systems. Over 2 billion people live in water-stressed countries, which is expected to be
exacerbated in some regions as result of climate change and population growth.
Make a 4W canvas for the above.
168 Touchpad Artificial Intelligence-X

