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Texas A&M · Industrial Distribution

IDIS 450 Analytics for Distribution Operation

Catalog credits
4
Spring 2027 sections
10 listed
Historical grades
103 section records

Grade history by instructor

Choose a term to see published sections. Bars show each letter’s share of the A–F grades in that row.

Reports checked for 12 terms from Spring 2021 through Summer 2026. The registrar suppresses small sections. Campus is unspecified in these college reports.

Spring 2026 · 8 section records
Spring 2026 grades by instructor and section
Instructor and sectionA–F gradesGPASource
KABIR ESection 501 · Engineering
A 11B 16C 3D 0F 0
30 A–F		3.266PDF p. 143
KABIR ESection 502 · Engineering
A 9B 16C 4D 0F 1
30 A–F		3.066PDF p. 143
KABIR ESection 503 · Engineering
A 10B 12C 4D 0F 0
26 A–F		3.230PDF p. 143
KABIR ESection 504 · Engineering
A 13B 15C 3D 0F 0
31 A–F		3.322PDF p. 143
PARK JSection 505 · Engineering
A 17B 11C 2D 0F 0
30 A–F		3.500PDF p. 143
PARK JSection 506 · Engineering
A 13B 14C 4D 0F 0
31 A–F		3.290PDF p. 143
PARK JSection 507 · Engineering
A 14B 16C 5D 0F 0
35 A–F		3.257PDF p. 144
PARK JSection 508 · Engineering
A 10B 16C 2D 0F 1
29 A–F · 30 total		3.172PDF p. 144
Fall 2025 · 8 section records
Fall 2025 grades by instructor and section
Instructor and sectionA–F gradesGPASource
KABIR ESection 501 · Engineering
A 5B 12C 7D 0F 0
24 A–F		2.916PDF p. 146
KABIR ESection 502 · Engineering
A 4B 4C 8D 1F 1
18 A–F		2.500PDF p. 146
KABIR ESection 503 · Engineering
A 13B 11C 1D 0F 0
25 A–F		3.480PDF p. 146
KABIR ESection 504 · Engineering
A 14B 9C 3D 0F 0
26 A–F		3.423PDF p. 146
PARK JSection 505 · Engineering
A 11B 10C 5D 0F 0
26 A–F		3.230PDF p. 146
PARK JSection 506 · Engineering
A 12B 9C 4D 0F 0
25 A–F		3.320PDF p. 147
PARK JSection 507 · Engineering
A 7B 10C 6D 1F 0
24 A–F		2.958PDF p. 147
PARK JSection 508 · Engineering
A 3B 4C 6D 2F 0
15 A–F		2.533PDF p. 147
Spring 2025 · 6 section records
Spring 2025 grades by instructor and section
Instructor and sectionA–F gradesGPASource
KABIR ESection 504 · Engineering
A 11B 17C 2D 0F 0
30 A–F · 31 total		3.300PDF p. 143
KABIR ESection 505 · Engineering
A 9B 19C 3D 0F 0
31 A–F		3.193PDF p. 143
KABIR ESection 507 · Engineering
A 7B 21C 2D 0F 0
30 A–F		3.166PDF p. 143
KABIR ESection 508 · Engineering
A 8B 19C 4D 0F 0
31 A–F		3.129PDF p. 143
NIE XSection 501 · Engineering
A 6B 19C 4D 0F 0
29 A–F · 30 total		3.068PDF p. 143
NIE XSection 502 · Engineering
A 3B 23C 5D 0F 0
31 A–F		2.935PDF p. 143
Fall 2024 · 9 section records
Fall 2024 grades by instructor and section
Instructor and sectionA–F gradesGPASource
KABIR ESection 501 · Engineering
A 4B 6C 0D 0F 0
10 A–F · 11 total		3.400PDF p. 145
KABIR ESection 504 · Engineering
A 7B 5C 0D 0F 0
12 A–F		3.583PDF p. 145
KABIR ESection 505 · Engineering
A 0B 6C 0D 0F 0
6 A–F		3.000PDF p. 145
KABIR ESection 506 · Engineering
A 5B 3C 0D 0F 0
8 A–F		3.625PDF p. 145
UFODIKE CSection 507 · Engineering
A 2B 10C 1D 0F 0
13 A–F		3.076PDF p. 145
UFODIKE CSection 508 · Engineering
A 4B 11C 0D 0F 0
15 A–F		3.266PDF p. 145
UFODIKE CSection 509 · Engineering
A 9B 6C 0D 0F 0
15 A–F		3.600PDF p. 145
UFODIKE CSection 511 · Engineering
A 4B 11C 0D 0F 0
15 A–F		3.266PDF p. 146
UFODIKE CSection 512 · Engineering
A 5B 6C 2D 0F 0
13 A–F		3.230PDF p. 146
Spring 2024 · 12 section records
Spring 2024 grades by instructor and section
Instructor and sectionA–F gradesGPASource
KABIR ESection 501 · Engineering
A 9B 4C 3D 0F 0
16 A–F		3.375PDF p. 139
KABIR ESection 502 · Engineering
A 6B 3C 4D 0F 0
13 A–F		3.153PDF p. 139
KABIR ESection 503 · Engineering
A 5B 8C 1D 0F 0
14 A–F		3.285PDF p. 139
KABIR ESection 504 · Engineering
A 8B 7C 0D 0F 0
15 A–F		3.533PDF p. 139
KABIR ESection 505 · Engineering
A 5B 4C 3D 0F 0
12 A–F		3.166PDF p. 139
KABIR ESection 506 · Engineering
A 4B 5C 0D 0F 0
9 A–F		3.444PDF p. 139
UFODIKE CSection 507 · Engineering
A 7B 7C 1D 0F 0
15 A–F		3.400PDF p. 139
UFODIKE CSection 508 · Engineering
A 5B 10C 0D 0F 0
15 A–F		3.333PDF p. 139
UFODIKE CSection 509 · Engineering
A 8B 7C 0D 0F 0
15 A–F		3.533PDF p. 140
UFODIKE CSection 510 · Engineering
A 3B 4C 1D 0F 0
8 A–F		3.250PDF p. 140
UFODIKE CSection 511 · Engineering
A 7B 8C 0D 0F 0
15 A–F		3.466PDF p. 140
UFODIKE CSection 512 · Engineering
A 10B 5C 0D 0F 0
15 A–F		3.666PDF p. 140
Fall 2023 · 10 section records
Fall 2023 grades by instructor and section
Instructor and sectionA–F gradesGPASource
KABIR ESection 501 · Engineering
A 1B 7C 2D 0F 0
10 A–F		2.900PDF p. 136
KABIR ESection 503 · Engineering
A 1B 3C 2D 0F 0
6 A–F		2.833PDF p. 136
KABIR ESection 504 · Engineering
A 1B 6C 1D 0F 0
8 A–F		3.000PDF p. 136
KABIR ESection 505 · Engineering
A 3B 2C 1D 0F 0
6 A–F		3.333PDF p. 136
UFODIKE CSection 507 · Engineering
A 7B 7C 0D 0F 0
14 A–F		3.500PDF p. 136
UFODIKE CSection 508 · Engineering
A 14B 1C 0D 0F 0
15 A–F		3.933PDF p. 136
UFODIKE CSection 509 · Engineering
A 9B 6C 0D 0F 0
15 A–F		3.600PDF p. 136
UFODIKE CSection 510 · Engineering
A 8B 3C 0D 0F 1
12 A–F		3.416PDF p. 136
UFODIKE CSection 511 · Engineering
A 8B 5C 0D 0F 0
13 A–F		3.615PDF p. 136
UFODIKE CSection 512 · Engineering
A 8B 7C 0D 0F 0
15 A–F		3.533PDF p. 136
Spring 2023 · 12 section records
Spring 2023 grades by instructor and section
Instructor and sectionA–F gradesGPASource
CAPAR ISection 501 · Engineering
A 5B 5C 4D 1F 0
15 A–F		2.933PDF p. 130
CAPAR ISection 502 · Engineering
A 4B 5C 6D 0F 0
15 A–F		2.866PDF p. 130
CAPAR ISection 503 · Engineering
A 1B 10C 2D 1F 1
15 A–F		2.600PDF p. 130
CAPAR ISection 504 · Engineering
A 7B 5C 2D 0F 0
14 A–F · 15 total		3.357PDF p. 130
CAPAR ISection 505 · Engineering
A 6B 7C 3D 0F 0
16 A–F		3.187PDF p. 130
CAPAR ISection 506 · Engineering
A 3B 8C 4D 0F 0
15 A–F · 16 total		2.933PDF p. 131
UFODIKE CSection 507 · Engineering
A 7B 9C 0D 0F 0
16 A–F		3.437PDF p. 131
UFODIKE CSection 508 · Engineering
A 9B 7C 0D 1F 0
17 A–F		3.411PDF p. 131
UFODIKE CSection 509 · Engineering
A 12B 3C 0D 0F 0
15 A–F		3.800PDF p. 131
UFODIKE CSection 510 · Engineering
A 9B 5C 1D 0F 0
15 A–F		3.533PDF p. 131
UFODIKE CSection 511 · Engineering
A 10B 6C 0D 0F 0
16 A–F		3.625PDF p. 131
UFODIKE CSection 512 · Engineering
A 11B 6C 0D 0F 0
17 A–F		3.647PDF p. 131
Fall 2022 · 11 section records
Fall 2022 grades by instructor and section
Instructor and sectionA–F gradesGPASource
CAPAR ISection 501 · Engineering
A 6B 5C 4D 0F 0
15 A–F		3.133PDF p. 132
CAPAR ISection 502 · Engineering
A 3B 4C 0D 0F 0
7 A–F		3.428PDF p. 133
CAPAR ISection 503 · Engineering
A 1B 3C 2D 1F 0
7 A–F		2.571PDF p. 133
CAPAR ISection 504 · Engineering
A 2B 6C 4D 0F 0
12 A–F		2.833PDF p. 133
CAPAR ISection 505 · Engineering
A 2B 3C 2D 0F 0
7 A–F · 8 total		3.000PDF p. 133
UFODIKE CSection 507 · Engineering
A 4B 10C 0D 0F 0
14 A–F		3.285PDF p. 133
UFODIKE CSection 508 · Engineering
A 7B 6C 1D 0F 0
14 A–F		3.428PDF p. 133
UFODIKE CSection 509 · Engineering
A 6B 9C 0D 0F 0
15 A–F		3.400PDF p. 133
UFODIKE CSection 510 · Engineering
A 6B 8C 0D 0F 1
15 A–F		3.200PDF p. 133
UFODIKE CSection 511 · Engineering
A 8B 5C 1D 0F 0
14 A–F		3.500PDF p. 133
UFODIKE CSection 512 · Engineering
A 6B 5C 3D 0F 0
14 A–F		3.214PDF p. 133
Spring 2022 · 12 section records
Spring 2022 grades by instructor and section
Instructor and sectionA–F gradesGPASource
CAPAR ISection 501 · Engineering
A 3B 9C 5D 0F 0
17 A–F		2.882PDF p. 125
CAPAR ISection 502 · Engineering
A 4B 8C 2D 1F 1
16 A–F		2.812PDF p. 125
CAPAR ISection 503 · Engineering
A 3B 8C 4D 0F 0
15 A–F · 16 total		2.933PDF p. 125
CAPAR ISection 504 · Engineering
A 9B 5C 1D 0F 0
15 A–F		3.533PDF p. 125
CAPAR ISection 505 · Engineering
A 6B 6C 1D 0F 1
14 A–F · 15 total		3.142PDF p. 125
CAPAR ISection 506 · Engineering
A 5B 9C 1D 0F 0
15 A–F		3.266PDF p. 125
UFODIKE CSection 507 · Engineering
A 11B 4C 1D 0F 0
16 A–F · 17 total		3.625PDF p. 125
UFODIKE CSection 508 · Engineering
A 15B 3C 0D 0F 0
18 A–F		3.833PDF p. 125
UFODIKE CSection 509 · Engineering
A 9B 8C 0D 0F 0
17 A–F		3.529PDF p. 125
UFODIKE CSection 510 · Engineering
A 12B 5C 0D 0F 0
17 A–F		3.705PDF p. 125
UFODIKE CSection 511 · Engineering
A 10B 8C 0D 0F 0
18 A–F		3.555PDF p. 126
UFODIKE CSection 512 · Engineering
A 12B 6C 0D 0F 0
18 A–F		3.666PDF p. 126
Fall 2021 · 11 section records
Fall 2021 grades by instructor and section
Instructor and sectionA–F gradesGPASource
CAPAR ISection 501 · Engineering
A 6B 6C 1D 0F 0
13 A–F · 14 total		3.384PDF p. 128
CAPAR ISection 502 · Engineering
A 7B 5C 1D 1F 0
14 A–F		3.285PDF p. 128
CAPAR ISection 503 · Engineering
A 6B 5C 1D 0F 0
12 A–F · 13 total		3.416PDF p. 128
CAPAR ISection 504 · Engineering
A 6B 4C 1D 0F 0
11 A–F · 13 total		3.454PDF p. 129
CAPAR ISection 505 · Engineering
A 6B 4C 1D 1F 0
12 A–F		3.250PDF p. 129
CAPAR ISection 506 · Engineering
A 4B 4C 1D 0F 1
10 A–F · 11 total		3.000PDF p. 129
UFODIKE CSection 507 · Engineering
A 4B 11C 0D 0F 0
15 A–F		3.266PDF p. 129
UFODIKE CSection 508 · Engineering
A 8B 7C 0D 0F 0
15 A–F		3.533PDF p. 129
UFODIKE CSection 509 · Engineering
A 9B 5C 0D 0F 0
14 A–F · 15 total		3.642PDF p. 129
UFODIKE CSection 511 · Engineering
A 7B 2C 1D 0F 0
10 A–F		3.600PDF p. 129
UFODIKE CSection 512 · Engineering
A 13B 2C 0D 0F 0
15 A–F · 16 total		3.866PDF p. 129
Spring 2021 · 4 section records
Spring 2021 grades by instructor and section
Instructor and sectionA–F gradesGPASource
CAPAR ISection 501 · Engineering
A 4B 27C 19D 3F 2
55 A–F · 59 total		2.509PDF p. 120
CAPAR ISection 502 · Engineering
A 7B 29C 17D 2F 1
56 A–F · 58 total		2.696PDF p. 120
UFODIKE CSection 503 · Engineering
A 35B 24C 3D 0F 0
62 A–F		3.516PDF p. 120
UFODIKE CSection 504 · Engineering
A 31B 23C 6D 0F 0
60 A–F		3.416PDF p. 120
Sources checked Registrar grade reportsAll published course totals

Catalog and requirements

2026–2027 · Undergraduate · Catalog excerpt

Fundamental concepts in data analytics; transformation of business transaction data and visualization with state-of-the-art software; various statistical and…

Catalog references include IDIS 343, IDIS 344. Check the official entry for the full conditions.

Catalog checked Full official catalog entry

College Station sections

Use the Howdy schedule to confirm seats, restrictions and registration.

Sources checked Open Howdy Public Class Search

By Sulayman Bowles · Updated