Page 248 - AI Ver 1.0 Class 10
P. 248
In Life Life Skills & Values
So far you have learnt that AI can use your preferred choices and target content or ads to increase the sales of the
user of that AI algorithm. Is it ethically correct? As in order to save someone's preference means to save or record
their data even when they are not looking. Share your thoughts with the class.
Deep Thinking Critical Thinking
Data is very important for the growth of a society. For this very requirement, data markets are in function that buy
and sell data. Share your thoughts on the existence of such markets. For example, to sell data, they have to acquire
data. Ask yourself, how do they acquire this data. As nobody will willingly provide their personal information.
Lab Experiential Learning
1. Collect the data of your friends in your locality for making a dataset of their information like Name,
Phone, School Name, Zodiac sign etc. Fill in the information in csv file of 20 friends and try using it
to make the following charts using Matplotlib:
● Scatter ● Pie
2. Use Kaggle.com to access the various data sets. List down the educational qualification of a data
scientist and the jobs that a data scientist can get.
3. Try getting the data of the people in different ages in your Residential Society who have got vaccinated
for COVID-19. A dataset is created of people already taken one dose, both the doses or none.
● What all sources you will use to collect data.
● Name the different formats that can be used to create a dataset.
● At the time of collecting the data needed for Data Science you might have faced some issues.
List down those issues.
Answers
Exercise (Section A)
A. 1. c 2. d 3. a 4. c 5. d 6. a 7. c 8. d 9. a 10. d 11. a
12. a 13. b 14. a 15. a
B. 1. data features 2. Data exploration 3. structured 4. Pandas
5. Matplotlib 6. https://www.matplotlib.org. 7. Median
8. Standard Deviation 9. data visualisation 10. Matplotlib 11. scatter()
12. Bar chart 13. Histogram 14. KNN 15. Histogram
C. 1. False 2. True 3. False 4. True 5. True
D. 1. d 2. a 3. e 4. b 5. c
246 Touchpad Artificial Intelligence-X

