Hardest SIADS classes at UMich
Ranked by average GPA from official grade distributions. Only courses with at least 100 graded students.
- SIADS 522: Info Vis 1 Average GPA 3.33, 589 students
- SIADS 503: Data Science Ethics Average GPA 3.60, 545 students
- SIADS 523: Communicating Data Average GPA 3.62, 403 students
- SIADS 622: Info Vis II Average GPA 3.62, 368 students
- SIADS 502: Math Methods I Average GPA 3.69, 604 students
- SIADS 521: Visual Expl of Data Average GPA 3.69, 582 students
- SIADS 501: Being Data Scientist Average GPA 3.69, 563 students
- SIADS 505: Data Manipulation Average GPA 3.75, 581 students
- SIADS 685: SE and RecSys Average GPA 3.78, 257 students
- SIADS 643: Mach Lrng Pipelines Average GPA 3.81, 521 students
- SIADS 652: Network Analysis Average GPA 3.82, 564 students
- SIADS 630: Causal Inference Average GPA 3.82, 544 students
- SIADS 602: Math Methods II Average GPA 3.82, 336 students
- SIADS 696: Milestone II Average GPA 3.83, 532 students
- SIADS 593: Milestone I Average GPA 3.83, 528 students
- SIADS 524: Present Uncertainty Average GPA 3.85, 494 students
- SIADS 655: Applied NLP Average GPA 3.85, 446 students
- SIADS 542: Supervised Learning Average GPA 3.86, 479 students
- SIADS 642: Deep Learning I Average GPA 3.87, 562 students
- SIADS 543: Unsupervisd Learning Average GPA 3.88, 564 students
- SIADS 673: Cloud Computing Average GPA 3.89, 138 students
- SIADS 632: Data Mining II Average GPA 3.90, 543 students
- SIADS 631: Exp Design Analysis Average GPA 3.91, 578 students
- SIADS 601: Qual for Data Sci Average GPA 3.92, 609 students
- SIADS 699: Capstone Average GPA 3.92, 493 students
- SIADS 532: Data Mining I Average GPA 3.93, 461 students
- SIADS 515: Efficient Data Proc Average GPA 3.94, 589 students
- SIADS 511: SQL I Average GPA 3.94, 517 students
- SIADS 516: Big Data Average GPA 3.94, 473 students
- SIADS 611: Adv Db Arch & Tech Average GPA 3.95, 439 students
See also: Easiest classes, UMich course catalog, SIADS course catalog.