Texas A&M · Indust & Systems Engr

ISEN 413 Advanced Data Analytics for Industry

Catalog credits: 3
Spring 2027 sections: 1 listed
Historical grades: 11 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.

Instructor, section or term

Spring 2026 · 1 section record

Spring 2026 grades by instructor and section
Instructor and section	A–F grades	GPA	Source
ECKMAN DSection 500 · Engineering	A 8B 39C 9D 1F 0 57 A–F · 59 total	2.947	PDF p. 172

Fall 2025 · 1 section record

Fall 2025 grades by instructor and section
Instructor and section	A–F grades	GPA	Source
EKSIN CSection 500 · Engineering	A 22B 24C 4D 0F 0 50 A–F · 51 total	3.360	PDF p. 176

Spring 2025 · 1 section record

Spring 2025 grades by instructor and section
Instructor and section	A–F grades	GPA	Source
MAROS MSection 500 · Engineering	A 51B 6C 1D 0F 1 59 A–F	3.796	PDF p. 171

Fall 2024 · 1 section record

Fall 2024 grades by instructor and section
Instructor and section	A–F grades	GPA	Source
ECKMAN DSection 500 · Engineering	A 12B 21C 7D 3F 0 43 A–F	2.976	PDF p. 172

Spring 2024 · 1 section record

Spring 2024 grades by instructor and section
Instructor and section	A–F grades	GPA	Source
EKSIN CSection 500 · Engineering	A 20B 24C 1D 2F 0 47 A–F · 48 total	3.319	PDF p. 166

Fall 2023 · 1 section record

Fall 2023 grades by instructor and section
Instructor and section	A–F grades	GPA	Source
VALIZADEH MSection 500 · Engineering	A 13B 11C 8D 0F 0 32 A–F · 34 total	3.156	PDF p. 163

Spring 2023 · 1 section record

Spring 2023 grades by instructor and section
Instructor and section	A–F grades	GPA	Source
ERRAGUNTLA MSection 500 · Engineering	A 15B 16C 5D 5F 0 41 A–F · 42 total	3.000	PDF p. 155

Fall 2022 · 1 section record

Fall 2022 grades by instructor and section
Instructor and section	A–F grades	GPA	Source
EKSIN CSection 500 · Engineering	A 9B 9C 2D 0F 1 21 A–F · 22 total	3.190	PDF p. 159

Spring 2022 · 1 section record

Spring 2022 grades by instructor and section
Instructor and section	A–F grades	GPA	Source
ECKMAN DSection 500 · Engineering	A 22B 25C 17D 3F 0 67 A–F · 71 total	2.985	PDF p. 150

Fall 2021 · 1 section record

Fall 2021 grades by instructor and section
Instructor and section	A–F grades	GPA	Source
DIAZ MARTINEZ NSection 501 · Engineering	A 12B 16C 7D 1F 1 37 A–F · 39 total	3.000	PDF p. 155

Spring 2021 · 1 section record

Spring 2021 grades by instructor and section
Instructor and section	A–F grades	GPA	Source
MCDONALD TSection 500 · Engineering	A 28B 24C 1D 0F 0 53 A–F	3.509	PDF p. 143

Sources checked Nov 5, 2026Registrar grade reports All published course totals

Catalog and requirements

2026–2027 · Undergraduate · Catalog excerpt

Data mining; linear discriminant analysis (LDA), principal component analysis (PCA) and other methods; classification, clustering, and mining, information…

Catalog references include ISEN 310, ISEN 350. Check the official entry for the full conditions.

Catalog checked Nov 5, 2026Full official catalog entry

College Station sections

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

Spring 2027 · 1 section
Fall 2026 · 1 section
Summer 2026 · No College Station sections in this snapshot.
Spring 2026 · 1 section
Fall 2025 · 1 section
Browse archived schedules for ISEN 413

Sources checked Nov 5, 2026Open Howdy Public Class Search

By Sulayman Bowles · Updated Nov 5, 2026