# Explore UW–Madison Courses, Grades & Prerequisites | UW Courses [View on UW Courses](https://uwcourses.com/search?instructor=instructor_e3bd28389959ce3e3b7e1683) ## Dataset ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ### repository twangodev/uwcourses ### schema version 6 ### importer version 7 ### projection id 85abe9ff8837c2c5a134368dcc4cfc85eb723524b21ddeb3d2e953887d2f0c8f ### observed at 2026-09-07T15:55:43.033547+00:00 ### built at 2026-09-11T07:45:51.576183+00:00 ### courses 8951 ### current instructors 5754 ### limited false ### terms * 1272 * 1264 * 1262 * 1254 * 1252 * 1244 * 1242 * 1234 * 1232 * 1224 * 1222 * 1212 * 1204 * 1202 * 1194 * 1192 * 1184 * 1182 * 1174 * 1172 * 1164 * 1162 * 1154 * 1152 * 1144 * 1142 * 1134 * 1132 * 1124 * 1122 * 1114 * 1112 * 1104 * 1102 * 1094 * 1092 * 1084 * 1082 * 1074 * 1072 ### term 1272 ### departments | subject | count | | --------- | ----- | | AAE | 90 | | ABT | 20 | | ACCTIS | 36 | | ACTSCI | 14 | | AFAERO | 10 | | AFRICAN | 87 | | AFROAMER | 71 | | AGROECOL | 21 | | AMERIND | 53 | | ANAT\&PHY | 7 | | ANATOMY | 2 | | ANESTHES | 8 | | ANSCI | 57 | | ANTHRO | 95 | | ART | 125 | | ARTED | 10 | | ARTHIST | 121 | | ASIALANG | 129 | | ASIAN | 109 | | ASIANAM | 28 | | ASTRON | 38 | | ATMOCN | 69 | | BIOCHEM | 51 | | BIOCORE | 10 | | BIOLOGY | 14 | | BIOMDSCI | 18 | | BME | 66 | | BMI | 41 | | BMOLCHEM | 10 | | BOTANY | 69 | | BSE | 44 | | C\&ESOC | 73 | | CBE | 48 | | CHEM | 101 | | CHICLA | 52 | | CIVENGR | 133 | | CLASSICS | 47 | | CNP | 10 | | CNSRSCI | 50 | | COMARTS | 137 | | COMPBIO | 15 | | COMPLIT | 11 | | COMPSCI | 138 | | COUNPSY | 78 | | CRB | 19 | | CS\&D | 71 | | CSCS | 40 | | CURRIC | 193 | | DANCE | 93 | | DERM | 8 | | DS | 88 | | DYSCI | 35 | | ECE | 155 | | ECON | 145 | | EDPOL | 114 | | EDPSYCH | 97 | | ELPA | 70 | | EMA | 53 | | EMERMED | 17 | | ENGL | 206 | | ENTOM | 40 | | ENVIRST | 148 | | EP | 15 | | EPD | 67 | | ESL | 16 | | F\&WECOL | 60 | | FAMMED | 22 | | FINANCE | 50 | | FOLKLORE | 40 | | FOODSCI | 43 | | FRENCH | 63 | | GEN\&WS | 145 | | GENBUS | 72 | | GENECSLR | 17 | | GENETICS | 60 | | GEOG | 113 | | GEOSCI | 83 | | GERMAN | 82 | | GLE | 48 | | GNS | 38 | | GREEK | 27 | | HDFS | 41 | | HEBR-BIB | 13 | | HEBR-MOD | 10 | | HISTORY | 233 | | HISTSCI | 56 | | HONCOL | 13 | | ILS | 43 | | INFOSYS | 9 | | INTEGART | 7 | | INTEGSCI | 22 | | INTER-AG | 18 | | INTER-HE | 11 | | INTER-LS | 22 | | INTEREGR | 16 | | INTLBUS | 21 | | INTLST | 50 | | ISYE | 83 | | ITALIAN | 53 | | JEWISH | 56 | | JOURN | 88 | | KINES | 128 | | LACIS | 26 | | LANDARC | 61 | | LATIN | 24 | | LAW | 120 | | LEGALST | 48 | | LINGUIS | 35 | | LIS | 89 | | LITTRANS | 78 | | LSC | 52 | | M\&ENVTOX | 7 | | MARKETNG | 62 | | MATH | 153 | | MDGENET | 8 | | ME | 130 | | MEDHIST | 43 | | MEDICINE | 60 | | MEDIEVAL | 32 | | MEDPHYS | 39 | | MEDSC-M | 29 | | MEDSC-V | 41 | | MHR | 68 | | MICROBIO | 45 | | MILSCI | 16 | | MM\&I | 22 | | MOLBIOL | 6 | | MS\&E | 59 | | MUSIC | 165 | | MUSPERF | 126 | | NAVSCI | 20 | | NE | 44 | | NEURODPT | 11 | | NEUROL | 7 | | NEURSURG | 4 | | NTP | 11 | | NURSING | 111 | | NUTRSCI | 65 | | OBS\&GYN | 18 | | OCCTHER | 39 | | ONCOLOGY | 14 | | OPHTHALM | 5 | | OTM | 43 | | PATH | 34 | | PATH-BIO | 29 | | PEDIAT | 26 | | PHARMACY | 31 | | PHILOS | 77 | | PHMCOL-M | 11 | | PHMPRAC | 45 | | PHMSCI | 60 | | PHYASST | 37 | | PHYSICS | 88 | | PHYSIOL | 3 | | PHYTHER | 37 | | PLANTSCI | 52 | | PLPATH | 35 | | POLISCI | 192 | | POPHLTH | 58 | | PORTUG | 33 | | PSYCH | 101 | | PSYCHIAT | 22 | | PUBAFFR | 54 | | PUBLHLTH | 23 | | RADIOL | 11 | | REALEST | 41 | | RELIGST | 90 | | RHABMED | 9 | | RMI | 24 | | RP\&SE | 102 | | S\&APHM | 17 | | SCANDST | 73 | | SLAVIC | 89 | | SOC | 149 | | SOCWORK | 87 | | SOILSCI | 46 | | SPANISH | 83 | | SRMED | 21 | | STAT | 94 | | STDYABRD | 52 | | STS | 8 | | SURGERY | 25 | | SURGSCI | 33 | | THEATRE | 91 | | URBRPL | 60 | | UROLOGY | 5 | | ZOOLOGY | 89 | ### deployed at 2026-09-20T14:22:05.234001+00:00 ### site commit 67831752f7f2e1e62431a17b2368c58402a22b8f ## results ### items ```json [ { "course_uid": "course_834bc468ca49d8090d0f211f", "course_id": "COMPSCI 220", "title": "DATA SCIENCE PROGRAMMING I", "credits_min": 4, "credits_max": 4, "gpa": 3.424, "badges": [ { "id": "lecture-size", "label": "Large lectures", "tone": "neutral", "evidence": "Fall 2026: median 250 enrolled students across 4 recorded lecture sections. Small means 30 or fewer; large means 100 or more. Enrollment at scan time, not capacity or typical historical attendance.", "sources": [ { "label": "Sections and enrollment", "href": "/courses/COMPSCI_220#schedule" } ] } ], "description": "COMPSCI 220 introduces data science programming with Python, focusing on analyzing real datasets and visual communication, with no prior experience required.", "discovery": { "term": "1272", "offered": true, "history": { "counts": [ 2492, 2403, 1824, 345, 169, 118, 96 ], "count": 7447, "gpa": 3.379750234993957, "topShare": 65.73116691285081, "firstTerm": "1224", "lastTerm": "1264" }, "instructors": [ { "course_uid": "course_834bc468ca49d8090d0f211f", "uid": "instructor_841d653f575490f61a7aec9b", "name": "Blerina Gkotse", "quality": 3.702644550486789, "quality_count": 23, "instructor_url": "/instructors/BLERINA_GKOTSE" }, { "course_uid": "course_834bc468ca49d8090d0f211f", "uid": "instructor_97805752d14314b7d669169c", "name": "Michael Doescher", "quality": 3.505126996953073, "quality_count": 88, "instructor_url": "/instructors/MICHAEL_DOESCHER" } ], "instructorHistory": null, "courseComparison": null, "claim": { "citations": [ { "instructor_name": "Michael Doescher", "review_date": "2022-11-03 00:36:44 +0000 UTC", "review_id": "2d85c9ed46d8a1e88f17db9a", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2593156", "source_review_id": "UmF0aW5nLTM2NzcwNzE4", "source_url": "https://www.ratemyprofessors.com/professor/2593156", "type": "review" }, { "instructor_name": "Michael Doescher", "review_date": "2024-11-21 23:27:31 +0000 UTC", "review_id": "af7e5745bbeb28b6c38f4174", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2593156", "source_review_id": "UmF0aW5nLTQwMDA4NzQw", "source_url": "https://www.ratemyprofessors.com/professor/2593156", "type": "review" }, { "instructor_name": "Michael Doescher", "review_date": "2025-04-07 15:41:54 +0000 UTC", "review_id": "2e914d0dd4eb1cae88208167", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2593156", "source_review_id": "UmF0aW5nLTQwODg0MDk5", "source_url": "https://www.ratemyprofessors.com/professor/2593156", "type": "review" } ], "text": "Weekly projects constitute nearly half the grade and require significant time investment, while exams are multiple-choice and carry less weight." }, "reviewFiles": [ "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_834bc468ca49d8090d0f211f-0.json" ] } }, { "course_uid": "course_ab3594f7de436ad02e0bd6e1", "course_id": "COMPSCI 298", "title": "DIRECTED STUDY IN COMPUTER SCIENCE", "credits_min": 1, "credits_max": 3, "gpa": null, "badges": [], "description": "COMPSCI 298 is an undergraduate directed study course in computer sciences.", "discovery": { "term": "1272", "offered": true, "history": { "counts": [ 0, 0, 0, 0, 0, 0, 0 ], "count": 0, "gpa": null, "topShare": null }, "instructors": [ { "course_uid": "course_ab3594f7de436ad02e0bd6e1", "uid": "instructor_fae40bcc319ab178a209c988", "name": "Mohit Gupta", "quality": 3.530596333518779, "quality_count": 3, "instructor_url": "/instructors/MOHIT_GUPTA" }, { "course_uid": "course_ab3594f7de436ad02e0bd6e1", "uid": "instructor_e87641b3a0d9d630d98447ef", "name": "Michael Gleicher", "quality": 3.4908223334373636, "quality_count": 21, "instructor_url": "/instructors/MICHAEL_GLEICHER" }, { "course_uid": "course_ab3594f7de436ad02e0bd6e1", "uid": "instructor_dd8b7e35a154a11fc5559910", "name": "Jim Williams", "quality": 3.0576783752624683, "quality_count": 155, "instructor_url": "/instructors/JIM_WILLIAMS" }, { "course_uid": "course_ab3594f7de436ad02e0bd6e1", "uid": "instructor_ec1878010c68dc0e47f34349", "name": "Young Wu", "quality": 2.9116722892784104, "quality_count": 48, "instructor_url": "/instructors/YOUNG_WU" }, { "course_uid": "course_ab3594f7de436ad02e0bd6e1", "uid": "instructor_5b07ff954db288ff1052dd87", "name": "Marc Renault", "quality": 2.4714559344198506, "quality_count": 168, "instructor_url": "/instructors/MARC_RENAULT" }, { "course_uid": "course_ab3594f7de436ad02e0bd6e1", "uid": "instructor_896263e4e76dc61fe81768d2", "name": "Anthony Gitter", "quality": null, "quality_count": null, "instructor_url": "/instructors/ANTHONY_GITTER" }, { "course_uid": "course_ab3594f7de436ad02e0bd6e1", "uid": "instructor_5bd2c4ff991baae4194e3e00", "name": "Meena Syamkumar", "quality": null, "quality_count": null, "instructor_url": "/instructors/MEENA_SYAMKUMAR" }, { "course_uid": "course_ab3594f7de436ad02e0bd6e1", "uid": "instructor_b8b55ebb322997b52025ef8f", "name": "Misha Khodak", "quality": null, "quality_count": null, "instructor_url": "/instructors/MISHA_KHODAK" }, { "course_uid": "course_ab3594f7de436ad02e0bd6e1", "uid": "instructor_c7fccaa0a5ee235ceefaed9c", "name": "Ramya Korlakai Vinayak", "quality": null, "quality_count": null, "instructor_url": "/instructors/RAMYA_KORLAKAI_VINAYAK" } ], "instructorHistory": null, "courseComparison": null, "claim": null, "reviewFiles": [] } }, { "course_uid": "course_933b36d4952c8b40f181b993", "course_id": "COMPSCI 319", "title": "DATA SCIENCE PROGRAMMING I FOR RESEARCH", "credits_min": 3, "credits_max": 3, "gpa": 3.832, "badges": [ { "id": "lecture-size", "label": "Small lectures", "tone": "neutral", "evidence": "Fall 2026: median 4.5 enrolled students across 4 recorded lecture sections. Small means 30 or fewer; large means 100 or more. Enrollment at scan time, not capacity or typical historical attendance.", "sources": [ { "label": "Sections and enrollment", "href": "/courses/COMPSCI_319#schedule" } ] } ], "description": "COMPSCI 319 introduces data science programming in Python, covering basics, web scraping, databases, and visualization for research datasets.", "discovery": { "term": "1272", "offered": true, "history": { "counts": [ 148, 63, 7, 0, 0, 0, 0 ], "count": 218, "gpa": 3.823394495412844, "topShare": 96.78899082568807, "firstTerm": "1224", "lastTerm": "1264" }, "instructors": [ { "course_uid": "course_933b36d4952c8b40f181b993", "uid": "instructor_841d653f575490f61a7aec9b", "name": "Blerina Gkotse", "quality": 3.702644550486789, "quality_count": 23, "instructor_url": "/instructors/BLERINA_GKOTSE" }, { "course_uid": "course_933b36d4952c8b40f181b993", "uid": "instructor_97805752d14314b7d669169c", "name": "Michael Doescher", "quality": 3.505126996953073, "quality_count": 88, "instructor_url": "/instructors/MICHAEL_DOESCHER" } ], "instructorHistory": null, "courseComparison": null, "claim": null, "reviewFiles": [] } }, { "course_uid": "course_1dae8ec78980ea57dc44f5c9", "course_id": "COMPSCI 320", "title": "DATA SCIENCE PROGRAMMING II", "credits_min": 4, "credits_max": 4, "gpa": 3.587, "badges": [ { "id": "lecture-size", "label": "Large lectures", "tone": "neutral", "evidence": "Fall 2026: median 196 enrolled students across 2 recorded lecture sections. Small means 30 or fewer; large means 100 or more. Enrollment at scan time, not capacity or typical historical attendance.", "sources": [ { "label": "Sections and enrollment", "href": "/courses/COMPSCI_320#schedule" } ] } ], "description": "COMPSCI 320 teaches intermediate data science programming in Python, covering data structures, reproducibility, and machine learning techniques.", "discovery": { "term": "1272", "offered": true, "history": { "counts": [ 2343, 743, 526, 127, 71, 35, 44 ], "count": 3889, "gpa": 3.611468243764464, "topShare": 79.35201851375675, "firstTerm": "1224", "lastTerm": "1264" }, "instructors": [ { "course_uid": "course_1dae8ec78980ea57dc44f5c9", "uid": "instructor_5394499ae5a131961f7fff09", "name": "Gurmail Singh", "quality": 3.1371836886915596, "quality_count": 71, "instructor_url": "/instructors/GURMAIL_SINGH" } ], "instructorHistory": null, "courseComparison": null, "claim": { "citations": [ { "instructor_name": "Gurmail Singh", "review_date": "2024-05-02 23:07:49 +0000 UTC", "review_id": "b396f8717b3346bd256ac68a", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2831641", "source_review_id": "UmF0aW5nLTM5Mjg3Mzky", "source_url": "https://www.ratemyprofessors.com/professor/2831641", "type": "review" }, { "instructor_name": "Gurmail Singh", "review_date": "2026-01-10 19:35:13 +0000 UTC", "review_id": "57bac91dc85430849eddc8d2", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2831641", "source_review_id": "UmF0aW5nLTQyNDcyNzcz", "source_url": "https://www.ratemyprofessors.com/professor/2831641", "type": "review" } ], "text": "The workload consists of biweekly projects, midterms, and a final, with exams being online and attendance effectively optional due to full credit policies." }, "reviewFiles": [ "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_1dae8ec78980ea57dc44f5c9-0.json" ] } }, { "course_uid": "course_4c46b17e9b3f9a4f2ed9a0e9", "course_id": "COMPSCI 544", "title": "INTRODUCTION TO BIG DATA SYSTEMS", "credits_min": 3, "credits_max": 3, "gpa": 3.398, "badges": [ { "id": "grade-outcomes", "label": "Lower grades", "tone": "negative", "evidence": "Spring 2026 · latest released grades before Fall 2026: 3.25 GPA across 353 letter grades, versus 3.62 for UW–Madison (1283 courses). Requires a difference of at least 0.20 and 30 letter grades. Historical outcomes, not predicted difficulty.", "sources": [ { "label": "Grade history and sources", "href": "/courses/COMPSCI_544#grades" } ] }, { "id": "lecture-size", "label": "Large lectures", "tone": "neutral", "evidence": "Fall 2026: median 293 enrolled students across 1 recorded lecture section. Small means 30 or fewer; large means 100 or more. Enrollment at scan time, not capacity or typical historical attendance.", "sources": [ { "label": "Sections and enrollment", "href": "/courses/COMPSCI_544#schedule" } ] } ], "description": "Introduction to big data systems focusing on deploying distributed storage and analyzing large datasets using Python.", "discovery": { "term": "1272", "offered": true, "history": { "counts": [ 1013, 466, 501, 250, 58, 20, 31 ], "count": 2339, "gpa": 3.39760581445062, "topShare": 63.232150491663106, "firstTerm": "1242", "lastTerm": "1264" }, "instructors": [ { "course_uid": "course_4c46b17e9b3f9a4f2ed9a0e9", "uid": "instructor_f5416b5fc6c871363ebcbc1f", "name": "Tyler Caraza-Harter", "quality": 2.799900248744951, "quality_count": 43, "instructor_url": "/instructors/TYLER_CARAZA-HARTER" } ], "instructorHistory": null, "courseComparison": null, "claim": { "citations": [ { "instructor_name": "Tyler Caraza-harter", "review_date": "2025-09-24 16:39:20 +0000 UTC", "review_id": "fde3fe00124502f5cb111d74", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2950714", "source_review_id": "UmF0aW5nLTQxNjYyNTUz", "source_url": "https://www.ratemyprofessors.com/professor/2950714", "type": "review" }, { "instructor_name": "Tyler Caraza-harter", "review_date": "2025-10-29 20:09:02 +0000 UTC", "review_id": "e002bba4e088e6c2084f0d98", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2950714", "source_review_id": "UmF0aW5nLTQxNzc0ODE0", "source_url": "https://www.ratemyprofessors.com/professor/2950714", "type": "review" }, { "instructor_name": "Tyler Caraza-harter", "review_date": "2025-11-18 22:48:56 +0000 UTC", "review_id": "7541bfe5e0580f8d601bcbbd", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2950714", "source_review_id": "UmF0aW5nLTQxODk2NjYz", "source_url": "https://www.ratemyprofessors.com/professor/2950714", "type": "review" }, { "instructor_name": "Tyler Caraza-harter", "review_date": "2025-11-28 01:30:15 +0000 UTC", "review_id": "fd07e5f0dfbcb50c6707e0ef", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2950714", "source_review_id": "UmF0aW5nLTQxOTYyNjMx", "source_url": "https://www.ratemyprofessors.com/professor/2950714", "type": "review" } ], "text": "Students report the course is time-consuming with confusing exams, unfair quiz conditions, and projects that are overly difficult compared to lecture content." }, "reviewFiles": [ "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_4c46b17e9b3f9a4f2ed9a0e9-0.json" ] } }, { "course_uid": "course_451e04263559a1194fd692f0", "course_id": "COMPSCI 638", "title": "UNDERGRADUATE TOPICS IN COMPUTING", "credits_min": 1, "credits_max": 4, "gpa": 3.616, "badges": [ { "id": "grade-outcomes", "label": "Higher grades", "tone": "positive", "evidence": "Spring 2026 · latest released grades before Fall 2026: 4.00 GPA across 81 letter grades, versus 3.62 for UW–Madison (1283 courses). Requires a difference of at least 0.20 and 30 letter grades. Historical outcomes, not predicted difficulty.", "sources": [ { "label": "Grade history and sources", "href": "/courses/COMPSCI_638#grades" } ] }, { "id": "lecture-size", "label": "Small lectures", "tone": "neutral", "evidence": "Fall 2026: median 6 enrolled students across 1 recorded lecture section. Small means 30 or fewer; large means 100 or more. Enrollment at scan time, not capacity or typical historical attendance.", "sources": [ { "label": "Sections and enrollment", "href": "/courses/COMPSCI_638#schedule" } ] } ], "description": "COMPSCI 638 covers selected topics in computing, with content varying by instructor and offering.", "discovery": { "term": "1272", "offered": true, "history": { "counts": [ 352, 14, 10, 2, 3, 1, 2 ], "count": 384, "gpa": 3.9036458333333335, "topShare": 95.3125, "firstTerm": "1224", "lastTerm": "1264" }, "instructors": [ { "course_uid": "course_451e04263559a1194fd692f0", "uid": "instructor_e0b82f2d934a901e74320b01", "name": "Rahul Chatterjee", "quality": 3.439790522364397, "quality_count": 10, "instructor_url": "/instructors/RAHUL_CHATTERJEE" }, { "course_uid": "course_451e04263559a1194fd692f0", "uid": "instructor_570635b99c1c1cbcfe9e05e1", "name": "Swamit Tannu", "quality": 3.0298346229192608, "quality_count": 18, "instructor_url": "/instructors/SWAMIT_TANNU" } ], "instructorHistory": null, "courseComparison": null, "claim": { "citations": [ { "instructor_name": "Deborah Joseph", "review_date": "2006-10-31 12:35:45 +0000 UTC", "review_id": "f194698d5635e76264ef3707", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:351690", "source_review_id": "UmF0aW5nLTEyMzM2ODc2", "source_url": "https://www.ratemyprofessors.com/professor/351690", "type": "review" }, { "instructor_name": "Remzi Arpaci-Dusseau", "review_date": "2014-05-14 21:17:37 +0000 UTC", "review_id": "93d00b166eeca286a5bee349", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:131676", "source_review_id": "UmF0aW5nLTIzMjUwMzc0", "source_url": "https://www.ratemyprofessors.com/professor/131676", "type": "review" }, { "instructor_name": "Laura Legault", "review_date": "2017-12-22 14:53:22 +0000 UTC", "review_id": "68b5b0b25bb9111c748b9686", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1856181", "source_review_id": "UmF0aW5nLTI5MzE3MjE4", "source_url": "https://www.ratemyprofessors.com/professor/1856181", "type": "review" } ], "text": "Historical reviews of Deborah Joseph, Laura Legault, Remzi Arpaci-Dusseau: Reviewers describe the course as generally easy, though one instructor is noted for requiring outside-the-box thinking." }, "reviewFiles": [ "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_451e04263559a1194fd692f0-0.json" ] } }, { "course_uid": "course_87400c0728797946c5cef14c", "course_id": "COMPSCI 639", "title": "UNDERGRADUATE ELECTIVE TOPICS IN COMPUTING", "credits_min": 3, "credits_max": 4, "gpa": 3.585, "badges": [], "description": "COMPSCI 639 is an undergraduate elective covering selected topics in computing, with specific content determined by the instructor for each offering.", "discovery": { "term": "1272", "offered": true, "history": { "counts": [ 1302, 430, 242, 73, 53, 10, 13 ], "count": 2123, "gpa": 3.6446066886481394, "topShare": 81.58266603862458, "firstTerm": "1224", "lastTerm": "1264" }, "instructors": [ { "course_uid": "course_87400c0728797946c5cef14c", "uid": "instructor_402c5e1526ed25ff5ab4777d", "name": "Louis Oliphant", "quality": 3.7750599301763215, "quality_count": 42, "instructor_url": "/instructors/LOUIS_OLIPHANT" }, { "course_uid": "course_87400c0728797946c5cef14c", "uid": "instructor_d9079dac81457262c1aa9c4e", "name": "Tengyang Xie", "quality": 3.4633507123150866, "quality_count": 2, "instructor_url": "/instructors/TENGYANG_XIE" }, { "course_uid": "course_87400c0728797946c5cef14c", "uid": "instructor_23e0a95dd7e065452a30a74c", "name": "Kaiser Pister", "quality": 3.376963304883769, "quality_count": 15, "instructor_url": "/instructors/KAISER_PISTER" }, { "course_uid": "course_87400c0728797946c5cef14c", "uid": "instructor_570635b99c1c1cbcfe9e05e1", "name": "Swamit Tannu", "quality": 3.0298346229192608, "quality_count": 18, "instructor_url": "/instructors/SWAMIT_TANNU" } ], "instructorHistory": null, "courseComparison": null, "claim": { "citations": [ { "instructor_name": "Swamit Tannu", "review_date": "2025-02-11 00:31:10 +0000 UTC", "review_id": "a28df9d023cd06f3cc4c04a8", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2833415", "source_review_id": "UmF0aW5nLTQwNjU4ODg1", "source_url": "https://www.ratemyprofessors.com/professor/2833415", "type": "review" }, { "instructor_name": "Swamit Tannu", "review_date": "2025-03-31 15:45:24 +0000 UTC", "review_id": "fab2a48fad3ceb75e3fa5e1f", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2833415", "source_review_id": "UmF0aW5nLTQwODQzNTE4", "source_url": "https://www.ratemyprofessors.com/professor/2833415", "type": "review" } ], "text": "Reviewers describe the homework as interesting and hands-on, while one reviewer characterizes the overall class difficulty as hard." }, "reviewFiles": [ "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_87400c0728797946c5cef14c-0.json" ] } }, { "course_uid": "course_66677674f870d1d7402df07d", "course_id": "COMPSCI 698", "title": "DIRECTED STUDY", "credits_min": 1, "credits_max": 6, "gpa": null, "badges": [], "description": "COMPSCI 698 is a directed study course for juniors and seniors to conduct projects arranged with a faculty member.", "discovery": { "term": "1272", "offered": true, "history": { "counts": [ 0, 0, 0, 0, 0, 0, 0 ], "count": 0, "gpa": null, "topShare": null }, "instructors": [ { "course_uid": "course_66677674f870d1d7402df07d", "uid": "instructor_e0b82f2d934a901e74320b01", "name": "Rahul Chatterjee", "quality": 3.439790522364397, "quality_count": 10, "instructor_url": "/instructors/RAHUL_CHATTERJEE" }, { "course_uid": "course_66677674f870d1d7402df07d", "uid": "instructor_ec1878010c68dc0e47f34349", "name": "Young Wu", "quality": 2.9116722892784104, "quality_count": 48, "instructor_url": "/instructors/YOUNG_WU" }, { "course_uid": "course_66677674f870d1d7402df07d", "uid": "instructor_5bd2c4ff991baae4194e3e00", "name": "Meena Syamkumar", "quality": null, "quality_count": null, "instructor_url": "/instructors/MEENA_SYAMKUMAR" }, { "course_uid": "course_66677674f870d1d7402df07d", "uid": "instructor_b8b55ebb322997b52025ef8f", "name": "Misha Khodak", "quality": null, "quality_count": null, "instructor_url": "/instructors/MISHA_KHODAK" } ], "instructorHistory": null, "courseComparison": null, "claim": null, "reviewFiles": [] } }, { "course_uid": "course_6e524f2d6f14b4e14c7ac770", "course_id": "COMPSCI/ECE 354", "title": "MACHINE ORGANIZATION AND PROGRAMMING", "credits_min": 3, "credits_max": 3, "gpa": 3.098, "badges": [ { "id": "rated-teacher", "label": "Highly rated instructor", "tone": "positive", "evidence": "Fall 2026: Hina Mahmood (4.27/5 adjusted; 47 ratings). At least one assigned instructor qualifies. This describes instructor reviews across courses, not a course rating.", "sources": [ { "label": "Hina Mahmood", "href": "/instructors/HINA_MAHMOOD" } ] }, { "id": "grade-outcomes", "label": "Lower grades", "tone": "negative", "evidence": "Spring 2026 · latest released grades before Fall 2026: 3.13 GPA across 618 letter grades, versus 3.62 for UW–Madison (1283 courses). Requires a difference of at least 0.20 and 30 letter grades. Historical outcomes, not predicted difficulty.", "sources": [ { "label": "Grade history and sources", "href": "/courses/COMPSCI_ECE_354#grades" } ] }, { "id": "lecture-size", "label": "Large lectures", "tone": "neutral", "evidence": "Fall 2026: median 113 enrolled students across 4 recorded lecture sections. Small means 30 or fewer; large means 100 or more. Enrollment at scan time, not capacity or typical historical attendance.", "sources": [ { "label": "Sections and enrollment", "href": "/courses/COMPSCI_ECE_354#schedule" } ] } ], "description": "COMPSCI/ECE 354 introduces computer system structures and C programming, covering memory, assembly, and compilation.", "discovery": { "term": "1272", "offered": true, "history": { "counts": [ 1180, 1015, 1588, 690, 385, 120, 58 ], "count": 5036, "gpa": 3.107922954725973, "topShare": 43.58617950754567, "firstTerm": "1224", "lastTerm": "1264" }, "instructors": [ { "course_uid": "course_6e524f2d6f14b4e14c7ac770", "uid": "instructor_cce649041a2db573b9b63872", "name": "Hina Mahmood", "quality": 4.270204711506447, "quality_count": 47, "instructor_url": "/instructors/HINA_MAHMOOD" }, { "course_uid": "course_6e524f2d6f14b4e14c7ac770", "uid": "instructor_3aacf95596af43ab576afe0c", "name": "Gary Dahl", "quality": 3.2171069466910396, "quality_count": 155, "instructor_url": "/instructors/GARY_DAHL" } ], "instructorHistory": null, "courseComparison": null, "claim": { "citations": [ { "instructor_name": "Hina Mahmood", "review_date": "2025-01-12 01:00:23 +0000 UTC", "review_id": "17f9c910a70bf30c29b0ab0f", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3056362", "source_review_id": "UmF0aW5nLTQwNTMwMTQ1", "source_url": "https://www.ratemyprofessors.com/professor/3056362", "type": "review" }, { "instructor_name": "Hina Mahmood", "review_date": "2025-05-07 18:36:31 +0000 UTC", "review_id": "4417ad8d80c56c649aafeb46", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3056362", "source_review_id": "UmF0aW5nLTQxMTk3MDM1", "source_url": "https://www.ratemyprofessors.com/professor/3056362", "type": "review" }, { "instructor_name": "Gary Dahl", "review_date": "2026-03-17 01:13:10 +0000 UTC", "review_id": "f9c90e92996219fc43cc3e97", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:2770358", "source_review_id": "UmF0aW5nLTQyNzA1MjE5", "source_url": "https://www.ratemyprofessors.com/professor/2770358", "type": "review" } ], "text": "Projects are lengthy and require early starts, while bi-weekly quizzes and dense course materials add to the workload and preparation demands." }, "reviewFiles": [ "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_6e524f2d6f14b4e14c7ac770-0.json" ] } } ] ``` ### total 9 ### page 1 ### kind course ### q ### term 1272 ### availability offered ### filters #### instructor instructor\_e3bd28389959ce3e3b7e1683 ## discovery Filtered true