Hardest SI classes at UMich

Ranked by average GPA from official grade distributions. Only courses with at least 100 graded students.

SI 305: Intro to IA Average GPA 3.26, 285 students
SI 315: Models of Social Inf Average GPA 3.27, 250 students
SI 602: Math for Appldatasci Average GPA 3.28, 189 students
SI 303: Intro Qual Methods Average GPA 3.38, 233 students
SI 301: Models of Social Inf Average GPA 3.44, 216 students
SI 330: Data Manipulation Average GPA 3.51, 231 students
SI 334: Persuade & Soc Influ Average GPA 3.57, 229 students
SI 422: Usab Eval&needs Average GPA 3.60, 725 students
SI 671: Data Mining Average GPA 3.61, 153 students
SI 207: Intro Ux-nonmajors Average GPA 3.62, 193 students
SI 670: Appld Machine Learng Average GPA 3.62, 150 students
SI 326: Understanding AI Average GPA 3.64, 107 students
SI 345: Data Manipulation Average GPA 3.66, 214 students
SI 520: Graphic Design Average GPA 3.67, 249 students
SI 542: Intro Health Infor Average GPA 3.68, 138 students
SI 504: Servers, Shell,&git Average GPA 3.69, 422 students
SI 201: Data-oriented Prog Average GPA 3.71, 217 students
SI 307: Intro to Design Average GPA 3.73, 416 students
SI 506: Programming I Average GPA 3.74, 604 students
SI 370: Data Exploration Average GPA 3.74, 104 students
SI 302: Intro Ethics Average GPA 3.75, 497 students
SI 552: Accessibility Intro Average GPA 3.76, 297 students
SI 385: Data Exploration Average GPA 3.76, 129 students
SI 497: UX Capstone II Average GPA 3.76, 127 students
SI 261: Intro Stats-apps Average GPA 3.78, 108 students
SI 110: Intr to Info Studies Average GPA 3.79, 1,004 students
SI 313: Intro Quant Methods Average GPA 3.79, 112 students
SI 568: Becoming Data Sci Average GPA 3.80, 256 students
SI 206: Data-oriented Prog Average GPA 3.81, 1,013 students
SI 311: Spec Topics in Info Average GPA 3.81, 809 students
SI 106: Prog, Info & People Average GPA 3.81, 588 students
SI 388: The H in HCI Average GPA 3.81, 584 students
SI 425: Intro User Modeling Average GPA 3.81, 304 students
SI 347: Hum-comp Interaction Average GPA 3.81, 255 students
SI 611: Special Topics Average GPA 3.81, 116 students
SI 407: Advanced Design Average GPA 3.82, 271 students
SI 564: SQL & Databases Average GPA 3.83, 534 students
SI 339: Webdesign,dev,access Average GPA 3.83, 446 students
SI 101: Introprog W Python Average GPA 3.84, 242 students
SI 410: Ethics&Info Technlgy Average GPA 3.84, 190 students
SI 485: IA Capstone I Average GPA 3.85, 324 students
SI 539: Web Design Average GPA 3.86, 431 students
SI 658: Info Architecture Average GPA 3.86, 157 students
SI 487: UX Capstone I Average GPA 3.88, 364 students
SI 510: Information Ethics Average GPA 3.88, 144 students
SI 559: AR/VR Intro Average GPA 3.88, 101 students
SI 364: Bldg Datadriven Apps Average GPA 3.91, 779 students
SI 594: Auto UX Average GPA 3.91, 144 students
SI 644: Adv SQL and Database Average GPA 3.91, 107 students
SI 495: IA Capstone II Average GPA 3.92, 124 students
SI 588: UX Foundations Average GPA 3.93, 634 students
SI 582: Intro Interac Design Average GPA 3.93, 315 students
SI 618: Data Man & Analysis Average GPA 3.93, 259 students
SI 667: Digital Curation Average GPA 3.93, 101 students
SI 357: Intro Development Average GPA 3.94, 378 students
SI 507: Inter Programming Average GPA 3.94, 352 students
SI 500: Prob-solv W/ Info Average GPA 3.94, 109 students
SI 511: Special Topics Average GPA 3.95, 548 students
SI 622: Usab Eval & Needs Average GPA 3.95, 437 students
SI 482: Interact Des Studio Average GPA 3.95, 273 students
SI 684: Design Conshlth Tech Average GPA 3.95, 173 students
SI 664: Database App Design Average GPA 3.96, 494 students
SI 310: Intro Ethics Average GPA 3.96, 297 students
SI 501: Contextual Inq Average GPA 3.97, 2,056 students
SI 405: IA Capstone I Average GPA 3.97, 198 students
SI 544: Intr Stat&data Analy Average GPA 3.98, 283 students