Page 248 - AI Ver 1.0 Class 10
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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





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