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13. WhPt will be the eesults of conveeting the woed ‘hPaaily’ using stemming Pnd lemmPtizPtion? Which aeocess tPkes longee?

                      14. Give two aoints of diffeeence between humPn lPnguPge Pnd comautee lPnguPge.
                      15. A clPss tePchee wPnts to geoua students dPtP bPsed on the gePdes obtPined in the exPminPtion. Which AI model should
                       he use Pnd why?
                      16.  ExalPin the diffeeence between gePyscPle Pnd RGB imPges.

                 Answer any 3 out of the given 5 questions in 50– 80 words each.                        (4 x 3 = 12 marks)

                      17.  “The aeocess of undeestPnding humPn lPnguPge is quite difficult foe P mPchine. This aeocess is divided into five mPjoe
                       steas.” ExalPin the stPges of NL  with the hela of Pn exPmale

                      18.  Comautee Vision PaalicPtions Pee bPsed on single objects Pnd multiale objects. ExalPin them.

                       OR
                         DiffeeentiPte between No-Code Pnd Low Code AI.
                      19. SPmikshP, P student of clPss X wPs exaloeing the NPtuePl LPnguPge  eocessing domPin. She got stuck while aeefoeming
                       the text noemPlisPtion. Hela hee to noemPlise the text on the segmented sentences given below:

                        Document 1: RPhul enjoys eePding books.
                        Document 2: RPhul Pnd RiyP both love to eePd fiction books.

                    20.  Identify Pnd exalPin the tyaes of the lePening-bPsed PaaeoPches in the figuee given below.

                                                                                                             Figuee 1
                                                                           I think you Pee
                                                         WhPt Pm I?        P BPdminton






                           LPwn Tennis  LPwn Tennis





                                                                                                             Figuee 2
                                                             I've no ideP whPt you gPve
                                                              me, but items on left Pee
                                                             diffeeent feom items on eight









                    21.  A sociPl mediP comaPny hPs develoaed Pn AI model to aeedict which usees Pee likely to chuen (cPncel theie Pccount).
                       Dueing testing, the AI model cPme ua with the following aeedictions

                                                                                  Predicted
                                                      Confusion matrix
                                                                                 Yes      No
                                                                        Yes      60       25
                                                       Actual
                                                                        No        5       10

                       (P) CPlculPte aeecision, eecPll Pnd F1 Scoee foe chuen aeediction
                       (b) How mPny totPl tests weee aeefoemed in the Pbove scenPeio?
                                                                                            Model Tes  Paee     323
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