Principles of Data Science
Marks distribution is as follows: Homework 15% (highest 3 assignments selected, 5% each), Quizzes 15% (5% each),  Midterm exam 30%, and Final exam 40%.

Std ID Qz1(5) Qz2(5) Qz3(5) totQz(15) A1(5) A2(5) A3(5) A4(5) HW(15) MidTerm(30) Overall(60)
216400 0 1 0 1 3 5 8 13 22
219913 3 1 4 8 5 5 19 32
223131 1 3 5 9 5 5 5 15 26 50
223601 1 4 0 5 5 2.5 5 12.5 21 39
223938 1 1 0 2 3.5 5 8.5 13 24
224504 2 4 4 10 5 5 5 10 23 48
225135 1 1 0 2 5 5 7 WD
225530 2 2 0 4 2 5 5 12 17 33
227608 0 3 5 8 5 3.5 5 13.5 16 38
228952 1 0 2 3 1.5 5 1 5 11.5 18 33
229368 0 0 0 0 1 1 11 12
231616 2 3 0 5 5 5 17 27
235346 2 1 4 7 5 3.5 5 8.5 17 38
235576 0 1 0 1 5 5 5 10 21
236694 2 0 5 7 5 5 5 15 23 45
239045 2 3 3 8 5 5 5 15 24 47
2210701 3 5 5 13 5 5 5 10 27 55
2212812 1 2 0 3 3.5 5 8.5 11 23
2212922 2 2 1 5 3 5 5 13 9 27
2212932 0 0 0 0 5 2.5 7.5 13 21
2212996 3 3 3 9 3.5 5 5 5 15 18 42
2213575 0 1 3 4 4 5 5 14 14 32
2213641 2 3 2 7 5 5 16 28
2213838 1 1 0 2 0 10 12
2214020 1 2 0 3 1 5 6 16 25
2220013 0 0 0 0 5 0 5 10 13 23
2220740 0 1 0 1 3 5 8 9 18
2221240 2 3 3 8 5 2 5 12 21 41
2221415 1 2 0 3 5 5 5 15 11 29
2221522 1 3 3 7 5 5 10 10 27
2221633 1 0 5 6 5 5 5 10 12 33
2222097 2 3 1 6 5 5 11 22
2222307 2 2 0 4 5 5 20 29

— Not Present (absent)
WD Withdrawn from course

D Deprived (absence > 7 classes)