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GT Students _ Final Quiz _ ISYE6501x Courseware _ edX

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Course Final Q… Final Q… GT Stu… GT Students Final Quiz due Dec 7, 2020 02:00 EST Completed 180 Minute Time Limit Instructions Work alone. Do not collaborate with or copy from anyone else. Work the problems in any order you wish, but submit your answer to each before ending the exam. You may ...

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11/26/23, z3:38 GT zStudents zFinal zQuiz zISYE6501x
zAM zCourseware zed zX
12/10/2020 GT zStudents z| z Final z Quiz z| z ISYE6501x zCourseware z| z edX




Course z z Final zQ… z z Final zQ… z z GT zStu…


GT zStudents
Final zQuiz zdue zDec z 7, z2020 z02:00 zEST
180 zMinute zTime

zLimit zInstructions

Work zalone. zDo z not zcollaborate zwith zor z copy zfrom z anyone zelse.
Work zthe zproblems zin zany zorder zyou zwish, zbut zsubmit zyour zanswer zto zeach

zbefore zending zthe zexam. z You zmay zuse zany zof zthe zfollowing zresources:

Two zsheets z(both zsides) zof zhandwritten z(not zphotocopied zor

zscanned) znotes z Blank zscratch zpaper zand zpen/pencil

If z any z question z seems z ambiguous, z use z the z most z reasonable z interpretation z (i.e. zdon't z be
z like z Calvin):




Good z Luck!


Thiszis zthe zbeginning zof zthe zFinal zQuiz. zPlease zmake zsure zthat zyou zsubmit zall zyour
zanswers zbefore zthe ztime z runs zout. zOnce zyou zsubmit zan zanswer zto za zquestion,
zyou zcannot zchange zit. zThere zis zno zoverall zSubmit z button.
After zsubmitting zall zanswers, zplease zclick zthe z"End zmy zExam" zbutton, zabove,
zbefore zexiting zfrom z ProctorTrack zto zcomplete zyour zexam.




https://courses.edx.org/courses/course-v1:GTx+ISYE6501x+2T2020a/courseware/1fded79c7c304e148942f8f027c8716b/83d8d14b794f4dbfb6b201f4f944f417/?ac… z 1/30


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,11/26/23, z3:38 GT zStudents zFinal zQuiz zISYE6501x
zAM zCourseware zed zX
12/10/2020 GT zStudents z| z Final zQuiz z| z ISYE6501x zCourseware z| z edX
Information zfor zQuestion z1

There zare zeight zquestions zlabeled z"Question z1." z Answer zall zeight zquestions. z For
zeach zof zthe zfollowing zeight z questions, zselect zthe ztype zof zproblem z that zthe zmodel
zis zbest zsuited zfor. zFor zeach zquestion zthere zmay zbe zmore z than zone zcorrect
zanswer; zyou zneed zonly zchoose zone. z Each ztype zof zproblem zmight zbe zused zzero,
zone, zor zmore z than zone ztime zin zthe zeight zquestions.



Question z1
zpoints z(graded)
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Selectzthe ztype zof zproblem zthat zARIMA zis zbest zsuited zfor. zThere zmay zbe zmore zthan
zone zcorrect zanswer; zyou z need zonly zchoose zone.

Classification


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Experimental z design

Prediction z from z feature z data

Prediction z from z time-series z data

Variable zselection

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You zhave zused z1 zof z1 zattempt



Question z1
0.5/0.5 zpoints z(graded)
Select zthe ztype zof zproblem zthat zk-nearest-neighbor zis zbest zsuited zfor. zThere zmay zbe
zmore zthan zone zcorrect z answer; zyou zneed zonly zchoose zone.

Classification


Clustering



Experimental z design




https://courses.edx.org/courses/course-v1:GTx+ISYE6501x+2T2020a/courseware/1fded79c7c304e148942f8f027c8716b/83d8d14b794f4dbfb6b201f4f944f417/?ac… z 2/30

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,11/26/23, z3:38 GT zStudents zFinal zQuiz zISYE6501x
zAM zCourseware zed zX
12/10/2020 GT zStudents z| z Final zQuiz z| z ISYE6501x zCourseware z| z edX

Prediction z from z feature z data

Prediction z from z time-series z data

Variable zselection

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You zhave zused z1 zof z1 zattempt



Question z1
zpoints z(graded)
0.5/0.5

zthe ztype zof zproblem zthat zexponential zsmoothing zis zbest zsuited zfor. zThere
Select

zmay zbe zmore zthan zone z correct zanswer; zyou zneed zonly zchoose zone.

Classification


Clustering



Experimental z design

Prediction z from z feature z data

Prediction z from z time-series z data

Variable zselection

9


You zhave zused z1 zof z1 zattempt



Question z1
0.5/0.5 zpoints z(graded)
Select zthe ztype zof zproblem zthat zfractional zfactorial zdesign zis zbest zsuited zfor. zThere
zmay zbe zmore zthan zone z correct zanswer; zyou zneed zonly zchoose zone.

Classification




https://courses.edx.org/courses/course-v1:GTx+ISYE6501x+2T2020a/courseware/1fded79c7c304e148942f8f027c8716b/83d8d14b794f4dbfb6b201f4f944f417/?ac… z 3/30




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, 11/26/23, z3:38 GT zStudents zFinal zQuiz zISYE6501x
zAM zCourseware zed zX
12/10/2020 GT zStudents z| z Final zQuiz z| z ISYE6501x zCourseware z| z edX
Clustering



Experimental z design

Prediction z from z feature z data

Prediction z from z time-series z data

Variable zselection

9


You zhave zused z1 zof z1 zattempt



Question z1
0.5/0.5 zpoints z(graded)
Select zthe ztype zof zproblem zthat za zsupport zvector z machine zis zbest zsuited zfor. zThere
zmay zbe zmore zthan zone z correct zanswer; zyou zneed zonly zchoose zone.

Classification


Clustering



Experimental z design

Prediction z from z feature z data

Prediction z from z time-series z data

Variable zselection

9


You zhave zused z1 zof z1 zattempt



Question z1
0.5/0.5 zpoints z(graded)
Select zthe ztype zof zproblem zthat zk-means zis zbest zsuited zfor. zThere zmay zbe zmore
zthan zone zcorrect zanswer; zyou z need zonly zchoose zone.



https://courses.edx.org/courses/course-v1:GTx+ISYE6501x+2T2020a/courseware/1fded79c7c304e148942f8f027c8716b/83d8d14b794f4dbfb6b201f4f944f417/?ac… z 4/30




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