# Hardest courses in Pharmaceutical Sciences | UW–Madison [View on UW Courses](https://uwcourses.com/departments/PHMSCI/hardest) ## Dataset ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ### repository twangodev/uwcourses ### schema version 6 ### importer version 7 ### projection id 52a78527ff09011d88cb04c7d43867d9fbfec2930bf1dd2ec359ebd2844e0b07 ### observed at 2026-09-07T15:55:43.033547+00:00 ### built at 2026-09-10T19:50:42.743001+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 | ## subject PHMSCI ## collection hardest ## results ### items ```json [ { "course_uid": "course_798dcd39c6379d92bf6fe7ec", "course_id": "PHMSCI 420", "title": "PHYSICOCHEMICAL PRINCIPLES OF DRUG FORMULATION AND DELIVERY", "credits_min": 3, "credits_max": 3, "gpa": 3.271, "badges": [ { "id": "lecture-size", "label": "Large lectures", "tone": "neutral", "evidence": "Fall 2026: median 139 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/PHMSCI_420#schedule" } ] } ], "description": "PHYSICOCHEMICAL PRINCIPLES OF DRUG FORMULATION AND DELIVERY applies physicochemical principles to pharmaceutical systems.", "discovery": { "term": "1272", "offered": true, "history": { "counts": [ 115, 117, 157, 38, 21, 0, 0 ], "count": 448, "gpa": 3.2979910714285716, "topShare": 51.78571428571429, "firstTerm": "1232", "lastTerm": "1262" }, "instructors": [ { "course_uid": "course_798dcd39c6379d92bf6fe7ec", "uid": "instructor_c903d1d2efff7265d913daef", "name": "Caroline Roach", "quality": null, "quality_count": null, "instructor_url": "/instructors/CAROLINE_ROACH" }, { "course_uid": "course_798dcd39c6379d92bf6fe7ec", "uid": "instructor_3759d499e7ee87a36aeb9ee9", "name": "Lian Yu", "quality": null, "quality_count": null, "instructor_url": "/instructors/LIAN_YU" }, { "course_uid": "course_798dcd39c6379d92bf6fe7ec", "uid": "instructor_ac0ed1cad493e16b540a97c5", "name": "Nina Hawkins", "quality": null, "quality_count": null, "instructor_url": "/instructors/NINA_HAWKINS" } ], "instructorHistory": null, "courseComparison": null, "claim": null, "reviewFiles": [] } }, { "course_uid": "course_03ce20854d6acc1899f6703c", "course_id": "PHMSCI 540", "title": "DRUG DELIVERY SYSTEMS FOR PHARMACOTHERAPY", "credits_min": 3, "credits_max": 3, "gpa": 3.244, "badges": [ { "id": "lecture-size", "label": "Large lectures", "tone": "neutral", "evidence": "Fall 2026: median 132 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/PHMSCI_540#schedule" } ] } ], "description": "PHMSCI 540 covers drug development, delivery routes, and delivery systems for pharmacotherapy.", "discovery": { "term": "1272", "offered": true, "history": { "counts": [ 157, 168, 83, 22, 8, 0, 0 ], "count": 438, "gpa": 3.506849315068493, "topShare": 74.20091324200914, "firstTerm": "1232", "lastTerm": "1262" }, "instructors": [ { "course_uid": "course_03ce20854d6acc1899f6703c", "uid": "instructor_287af8c7590f4c2a4f4de720", "name": "Glen Kwon", "quality": null, "quality_count": null, "instructor_url": "/instructors/GLEN_KWON" }, { "course_uid": "course_03ce20854d6acc1899f6703c", "uid": "instructor_31a83e0dac8fcaae3de69a63", "name": "Heather Barkholtz", "quality": null, "quality_count": null, "instructor_url": "/instructors/HEATHER_BARKHOLTZ" }, { "course_uid": "course_03ce20854d6acc1899f6703c", "uid": "instructor_7b19519cfc67c9e1f7246a4a", "name": "Mary Hayney", "quality": null, "quality_count": null, "instructor_url": "/instructors/MARY_HAYNEY" }, { "course_uid": "course_03ce20854d6acc1899f6703c", "uid": "instructor_0197f581e7b32ea9beaaeb8c", "name": "Melgardt De Villiers", "quality": null, "quality_count": null, "instructor_url": "/instructors/MELGARDT_DE_VILLIERS" }, { "course_uid": "course_03ce20854d6acc1899f6703c", "uid": "instructor_2e549d4c5a38261e9b7a91da", "name": "Quanyin Hu", "quality": null, "quality_count": null, "instructor_url": "/instructors/QUANYIN_HU" }, { "course_uid": "course_03ce20854d6acc1899f6703c", "uid": "instructor_c08c75a7cd828729b5c77206", "name": "Seungpyo Hong", "quality": null, "quality_count": null, "instructor_url": "/instructors/SEUNGPYO_HONG" }, { "course_uid": "course_03ce20854d6acc1899f6703c", "uid": "instructor_c0b703441fe53b1fe7aa0ec0", "name": "Warren Rose", "quality": null, "quality_count": null, "instructor_url": "/instructors/WARREN_ROSE" }, { "course_uid": "course_03ce20854d6acc1899f6703c", "uid": "instructor_8a9462bbd81a8594a8f3c9a6", "name": "Zixian Zhu", "quality": null, "quality_count": null, "instructor_url": "/instructors/ZIXIAN_ZHU" } ], "instructorHistory": null, "courseComparison": null, "claim": null, "reviewFiles": [] } }, { "course_uid": "course_0e07f916dd4e70818d495974", "course_id": "PHMSCI 432", "title": "BIOCHEMICAL PRINCIPLES OF DRUG TREATMENT", "credits_min": 3, "credits_max": 3, "gpa": 3.456, "badges": [ { "id": "lecture-size", "label": "Large lectures", "tone": "neutral", "evidence": "Fall 2026: median 139 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/PHMSCI_432#schedule" } ] } ], "description": "Covers biochemical principles of drug treatment, focusing on biopolymers, metabolic pathways, and drug mechanisms.", "discovery": { "term": "1272", "offered": true, "history": { "counts": [ 268, 77, 71, 22, 10, 1, 1 ], "count": 450, "gpa": 3.6233333333333335, "topShare": 76.66666666666667, "firstTerm": "1232", "lastTerm": "1262" }, "instructors": [ { "course_uid": "course_0e07f916dd4e70818d495974", "uid": "instructor_9be62a987164e30975a951ac", "name": "Lingjun Li", "quality": 3.7471180726492133, "quality_count": 3, "instructor_url": "/instructors/LINGJUN_LI" }, { "course_uid": "course_0e07f916dd4e70818d495974", "uid": "instructor_cea4b4388bdeb38a211e1129", "name": "Jason Kwan", "quality": null, "quality_count": null, "instructor_url": "/instructors/JASON_KWAN" }, { "course_uid": "course_0e07f916dd4e70818d495974", "uid": "instructor_4e469823d0fb8d59e9a3d011", "name": "Kevin Lucio Acero", "quality": null, "quality_count": null, "instructor_url": "/instructors/KEVIN_LUCIO_ACERO" }, { "course_uid": "course_0e07f916dd4e70818d495974", "uid": "instructor_eb11602d5477335cf328a041", "name": "Nicholas Kalogriopoulos", "quality": null, "quality_count": null, "instructor_url": "/instructors/NICHOLAS_KALOGRIOPOULOS" }, { "course_uid": "course_0e07f916dd4e70818d495974", "uid": "instructor_d7b13b88289e5c37239849fc", "name": "Regina Stasser De Gonzalez", "quality": null, "quality_count": null, "instructor_url": "/instructors/REGINA_STASSER_DE_GONZALEZ" } ], "instructorHistory": null, "courseComparison": null, "claim": null, "reviewFiles": [] } }, { "course_uid": "course_23455d0f54ccefbbe03ac533", "course_id": "PHMSCI 768", "title": "PHARMACOKINETICS", "credits_min": 3, "credits_max": 3, "gpa": 3.752, "badges": [ { "id": "lecture-size", "label": "Small lectures", "tone": "neutral", "evidence": "Fall 2026: median 17.5 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/PHMSCI_768#schedule" } ] } ], "description": "PHARMACOKINETICS covers the quantitative aspects of drug ADME and pharmacokinetic modeling applications.", "discovery": { "term": "1272", "offered": true, "history": { "counts": [ 77, 34, 8, 2, 3, 1, 0 ], "count": 125, "gpa": 3.704, "topShare": 88.8, "firstTerm": "1232", "lastTerm": "1262" }, "instructors": [ { "course_uid": "course_23455d0f54ccefbbe03ac533", "uid": "instructor_de43b20a34a41bc853b2f951", "name": "Beth Rosen", "quality": null, "quality_count": null, "instructor_url": "/instructors/BETH_ROSEN" }, { "course_uid": "course_23455d0f54ccefbbe03ac533", "uid": "instructor_097884af5abf04bebb33aa34", "name": "Gina Patel", "quality": null, "quality_count": null, "instructor_url": "/instructors/GINA_PATEL" }, { "course_uid": "course_23455d0f54ccefbbe03ac533", "uid": "instructor_39125137821e4a033c3b2e1a", "name": "Sin Yin Lim", "quality": null, "quality_count": null, "instructor_url": "/instructors/SIN_YIN_LIM" }, { "course_uid": "course_23455d0f54ccefbbe03ac533", "uid": "instructor_98e9e87ac1ce791c5fab60c0", "name": "XUANKUN Chen", "quality": null, "quality_count": null, "instructor_url": "/instructors/XUANKUN_CHEN" } ], "instructorHistory": null, "courseComparison": null, "claim": null, "reviewFiles": [] } }, { "course_uid": "course_6e1263b8f9e0b68a515df818", "course_id": "PHMSCI 623", "title": "PHARMACOLOGY III", "credits_min": 3, "credits_max": 3, "gpa": 3.637, "badges": [ { "id": "lecture-size", "label": "Large lectures", "tone": "neutral", "evidence": "Fall 2026: median 118 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/PHMSCI_623#schedule" } ] } ], "description": "PHARMACOLOGY III covers the pharmacological actions and science of antimicrobial, antiviral, and endocrine system drugs.", "discovery": { "term": "1272", "offered": true, "history": { "counts": [ 284, 96, 37, 10, 4, 0, 0 ], "count": 431, "gpa": 3.7494199535962878, "topShare": 88.16705336426914, "firstTerm": "1232", "lastTerm": "1262" }, "instructors": [ { "course_uid": "course_6e1263b8f9e0b68a515df818", "uid": "instructor_5fe8149515b2b6ad16311f15", "name": "Paul Marker", "quality": 3.224803614716622, "quality_count": 12, "instructor_url": "/instructors/PAUL_MARKER" }, { "course_uid": "course_6e1263b8f9e0b68a515df818", "uid": "instructor_c3b79c31ddfa910286c8733a", "name": "Brian Train", "quality": null, "quality_count": null, "instructor_url": "/instructors/BRIAN_TRAIN" }, { "course_uid": "course_6e1263b8f9e0b68a515df818", "uid": "instructor_46959657f9ef73082cff7244", "name": "Tim Bugni", "quality": null, "quality_count": null, "instructor_url": "/instructors/TIM_BUGNI" }, { "course_uid": "course_6e1263b8f9e0b68a515df818", "uid": "instructor_c0b703441fe53b1fe7aa0ec0", "name": "Warren Rose", "quality": null, "quality_count": null, "instructor_url": "/instructors/WARREN_ROSE" }, { "course_uid": "course_6e1263b8f9e0b68a515df818", "uid": "instructor_b779f890a18246ffb5437f5b", "name": "Yiming Nie", "quality": null, "quality_count": null, "instructor_url": "/instructors/YIMING_NIE" } ], "instructorHistory": null, "courseComparison": null, "claim": null, "reviewFiles": [] } }, { "course_uid": "course_4fd4611a9d710cc30a177cda", "course_id": "PHMSCI 542", "title": "PARENTERAL THERAPY AND NUTRITION", "credits_min": 3, "credits_max": 3, "gpa": 3.72, "badges": [ { "id": "lecture-size", "label": "Large lectures", "tone": "neutral", "evidence": "Fall 2026: median 131 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/PHMSCI_542#schedule" } ] } ], "description": "PHMSCI 542 introduces parenteral therapy and nutrition, teaching calculations and methods to prepare safe injectable medications.", "discovery": { "term": "1272", "offered": true, "history": { "counts": [ 292, 85, 62, 1, 0, 0, 0 ], "count": 440, "gpa": 3.7590909090909093, "topShare": 85.68181818181819, "firstTerm": "1232", "lastTerm": "1262" }, "instructors": [ { "course_uid": "course_4fd4611a9d710cc30a177cda", "uid": "instructor_26c9e03b08f50b1d742578e7", "name": "Bonnie Fingerhut", "quality": null, "quality_count": null, "instructor_url": "/instructors/BONNIE_FINGERHUT" }, { "course_uid": "course_4fd4611a9d710cc30a177cda", "uid": "instructor_104f7fe3b93ca152e5c216e6", "name": "Carter Kim", "quality": null, "quality_count": null, "instructor_url": "/instructors/CARTER_KIM" }, { "course_uid": "course_4fd4611a9d710cc30a177cda", "uid": "instructor_d0a9928b8a32863bfabf90c2", "name": "Lydia Li", "quality": null, "quality_count": null, "instructor_url": "/instructors/LYDIA_LI" }, { "course_uid": "course_4fd4611a9d710cc30a177cda", "uid": "instructor_0197f581e7b32ea9beaaeb8c", "name": "Melgardt De Villiers", "quality": null, "quality_count": null, "instructor_url": "/instructors/MELGARDT_DE_VILLIERS" }, { "course_uid": "course_4fd4611a9d710cc30a177cda", "uid": "instructor_f11bee6325e833a5301f7ce2", "name": "Tyler Wolter", "quality": null, "quality_count": null, "instructor_url": "/instructors/TYLER_WOLTER" }, { "course_uid": "course_4fd4611a9d710cc30a177cda", "uid": "instructor_a5f23ff210d3539ffdefa8e1", "name": "XINCHEN Lu", "quality": null, "quality_count": null, "instructor_url": "/instructors/XINCHEN_LU" }, { "course_uid": "course_4fd4611a9d710cc30a177cda", "uid": "instructor_0f21597afa674a5370580d3a", "name": "Zhaoting Li", "quality": null, "quality_count": null, "instructor_url": "/instructors/ZHAOTING_LI" } ], "instructorHistory": null, "courseComparison": null, "claim": null, "reviewFiles": [] } }, { "course_uid": "course_5e5cc5e4d991719530249935", "course_id": "PHMSCI 759", "title": "CURRENT TRENDS IN DRUG DISCOVERY AND DEVELOPMENT", "credits_min": 1, "credits_max": 1, "gpa": 3.79, "badges": [ { "id": "lecture-size", "label": "Small lectures", "tone": "neutral", "evidence": "Fall 2026: median 30 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/PHMSCI_759#schedule" } ] } ], "description": "CURRENT TRENDS IN DRUG DISCOVERY AND DEVELOPMENT teaches students to find, read, and critically analyze scientific and regulatory literature in drug discovery and development.", "discovery": { "term": "1272", "offered": true, "history": { "counts": [ 191, 47, 16, 1, 3, 0, 2 ], "count": 260, "gpa": 3.7884615384615383, "topShare": 91.53846153846153, "firstTerm": "1224", "lastTerm": "1264" }, "instructors": [ { "course_uid": "course_5e5cc5e4d991719530249935", "uid": "instructor_3aea62525aeb86c5fbe4025b", "name": "Leslie Dickmann", "quality": null, "quality_count": null, "instructor_url": "/instructors/LESLIE_DICKMANN" } ], "instructorHistory": null, "courseComparison": null, "claim": null, "reviewFiles": [] } }, { "course_uid": "course_ee6cb94522a1a851fc6fc1f8", "course_id": "PHMSCI 752", "title": "GXP (GOOD PRACTICE): WORKING IN A REGULATED ENVIRONMENT", "credits_min": 3, "credits_max": 3, "gpa": 3.843, "badges": [ { "id": "lecture-size", "label": "Small lectures", "tone": "neutral", "evidence": "Fall 2026: median 12 enrolled students across 2 recorded lecture sections. Small means 30 or fewer; large means 100 or more. 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