# BME 740: Biomanufacturing Entrepreneurship | UW–Madison [View on UW Courses](https://uwcourses.com/courses/BME_740) ## 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 | ## course ### run id 20260907T155543-ce3781c4 ### semester 1272 ### observed at 2026-09-07 15:55:43.033547+00:00 ### record version id c7f89af0eeeb350b874bce75fe6582b4d35e8a7f47362cbf8a03a16346c8ae12 ### course id BME 740 ### course uid course\_b49c6f2feb5926fb0179dd08 ### catalog version id 1a3d21facb2991b761b0b50fb8b932e8f20a64b798ea86c5d242a52813067798 ### course number 740 ### subjects * BME ### title BIOMANUFACTURING ENTREPRENEURSHIP ### description Industry-relevant concepts of biotechnology innovation and translation, directly connecting lessons and classwork to real-world experience and career opportunities and promoting meaningful and sustained engagement between students and industry representatives. Diverse range of translational biotechnology principles, such as product development in biotechnology, regulating biotechnology products, and quality and compliance in biomanufactured products. ### requirements text Graduate/professional standing ### credits min 3 ### credits max 3 ### credit offering ids * 1272:207:026379 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id dd3f68b6f25183437143f956eae6ad59b5367214441b8caaff9c9ee1c8b60dcf ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary BME 740 covers biomanufacturing entrepreneurship, focusing on innovation, translation, product development, and regulatory compliance in the biotechnology industry. ### llm topics * Translational biotechnology principles * Real-world experience and career opportunities * Student-industry engagement ### llm skills * Biotechnology innovation and translation * Product development in biotechnology * Regulation of biotechnology products * Quality and compliance in biomanufacturing ### llm assumed background None recorded. ### llm search phrases * BME 740 biomanufacturing entrepreneurship * biotechnology innovation translation graduate course * biomanufacturing quality compliance regulation ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 1d66ac66b10800aab1705cbbaca0891d11f89e7f2fa8c11fc696a2c8eb32e922 #### course id BME 740 #### current instructors ```json [ { "instructor_uid": "instructor_7b99460418027ed0841045d2", "message": "No course-specific reviews available", "name": "William Murphy", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [ { "citations": [ { "course_id": "BME 740", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "45824989-54c4-33e7-81c3-73544057cd09", "source_record": { "entity_id": "45824989-54c4-33e7-81c3-73544057cd09", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "BME 740", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "45824989-54c4-33e7-81c3-73544057cd09", "source_record": { "entity_id": "45824989-54c4-33e7-81c3-73544057cd09", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "BME 740", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "45824989-54c4-33e7-81c3-73544057cd09", "source_record": { "entity_id": "45824989-54c4-33e7-81c3-73544057cd09", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Spring 2023: 3.74 GPA, 100.0% A/AB (n=19 letter grades); Spring 2024: 4.00 GPA, 100.0% A/AB (n=18 letter grades); Fall 2025: 3.73 GPA, 85.0% A/AB (n=20 letter grades)." } ] } ] ``` #### difficulty workload None recorded. #### errors None recorded. #### historical context None recorded. #### message No course-specific reviews available #### offered true #### profile hash 5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02 #### quick take Recent recorded grades — Spring 2023: 3.74 GPA, 100.0% A/AB (n=19 letter grades); Spring 2024: 4.00 GPA, 100.0% A/AB (n=18 letter grades); Fall 2025: 3.73 GPA, 85.0% A/AB (n=20 letter grades). ```json { "citations": [ { "course_id": "BME 740", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "45824989-54c4-33e7-81c3-73544057cd09", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "BME 740", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "45824989-54c4-33e7-81c3-73544057cd09", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "BME 740", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "45824989-54c4-33e7-81c3-73544057cd09", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### student experience None recorded. #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history WILLIAM MURPHY is recorded teaching in Spring 2023, Spring 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "BME 740", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "45824989-54c4-33e7-81c3-73544057cd09", "source_record": { "entity_id": "45824989-54c4-33e7-81c3-73544057cd09", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "BME 740", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "45824989-54c4-33e7-81c3-73544057cd09", "source_record": { "entity_id": "45824989-54c4-33e7-81c3-73544057cd09", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "BME 740", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "45824989-54c4-33e7-81c3-73544057cd09", "source_record": { "entity_id": "45824989-54c4-33e7-81c3-73544057cd09", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": "Graduate/professional standing", "course": null, "evidence": "Graduate/professional standing", "id": "n0", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors | instructor\_uid | source | source\_instructor\_id | identity\_basis | identity\_status | name | email | first\_observed\_at | last\_observed\_at | instructor\_url | | ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | -------------- | ------------------ | -------------------------------- | -------------------------------- | ---------------------------- | | instructor\_7b99460418027ed0841045d2 | enrollment | wlmurphy | netid | source\_identified | William Murphy | WLMURPHY\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/WILLIAM\_MURPHY | ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:207:026379", "course_id": "BME 740", "course_uid": "course_b49c6f2feb5926fb0179dd08", "term_id": "1272", "source_course_id": "026379", "source_subject_id": "207", "title": "Biomanufacturing Entrepreneurship", "credits_min": 3, "credits_max": 3, "typically_offered": "Not Applicable" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:30968", "term_id": "1272", "source_section_id": "30968", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 40, "enrolled": 24, "waitlisted": 0, "start_date": "2026-09-02 05:00:00+00:00", "end_date": "2026-12-09 06:00:00+00:00" } ] ``` ### grade instructors ```json [ { "instructor_uid": "instructor_adb68c551c4d45479e5d7b77", "source": "madgrades", "source_instructor_id": "3802456", "identity_basis": "source_id", "identity_status": "source_identified", "name": "WILLIAM MURPHY", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.705, "graded": 635, "counts": [ 344, 213, 72, 6, 0, 0, 0 ], "sections": 173 }, "instructor_url": "/instructors/WILLIAM_MURPHY--instructor_adb68c551c4d45479e5d7b77" }, { "instructor_uid": "instructor_7b99460418027ed0841045d2", "source": "enrollment", "source_instructor_id": "wlmurphy", "identity_basis": "netid", "identity_status": "source_identified", "name": "William Murphy", "email": "WLMURPHY@WISC.EDU", "first_observed_at": "2026-09-07 15:55:43.033547+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "instructor_url": "/instructors/WILLIAM_MURPHY" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BME 740", "course_uid": "course_b49c6f2feb5926fb0179dd08", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "William Murphy" ], "a": 9, "ab": 10, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 19, "source_aliases": [ "BME 740" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BME 740", "course_uid": "course_b49c6f2feb5926fb0179dd08", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "William Murphy" ], "a": 18, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 18, "source_aliases": [ "BME 740" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BME 740", "course_uid": "course_b49c6f2feb5926fb0179dd08", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "William Murphy" ], "a": 12, "ab": 5, "b": 3, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 20, "source_aliases": [ "BME 740" ] } ] ``` ### statistics #### gpa 3.816 #### graded 57 #### counts * 39 * 15 * 3 * 0 * 0 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_b49c6f2feb5926fb0179dd08-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_b49c6f2feb5926fb0179dd08-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_b49c6f2feb5926fb0179dd08-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_b49c6f2feb5926fb0179dd08-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_b49c6f2feb5926fb0179dd08-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_b49c6f2feb5926fb0179dd08-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_b49c6f2feb5926fb0179dd08-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_b49c6f2feb5926fb0179dd08-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.8157894736842106 #### count 57 #### university ##### size 2581 ##### gpa Percentile 63 ##### count Percentile 34 ##### median Count 80 ##### histogram | range | count | current | | ------- | ----- | ------- | | 0.0–0.4 | 0 | false | | 0.4–0.8 | 0 | false | | 0.8–1.2 | 0 | false | | 1.2–1.6 | 0 | false | | 1.6–2.0 | 0 | false | | 2.0–2.4 | 1 | false | | 2.4–2.8 | 11 | false | | 2.8–3.2 | 185 | false | | 3.2–3.6 | 697 | false | | 3.6–4.0 | 1687 | true | #### departments ```json [ { "subject": "BME", "comparison": { "size": 33, "gpaPercentile": 53, "countPercentile": 50, "medianCount": 57, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 0, "current": false }, { "range": "2.8–3.2", "count": 0, "current": false }, { "range": "3.2–3.6", "count": 9, "current": false }, { "range": "3.6–4.0", "count": 24, "current": true } ] } } ] ``` ### terms #### 1234 ##### term 1234 ##### gpa 3.736842105263158 ##### count 19 ##### departments | subject | comparison | | ------- | ---------- | | BME | | #### 1244 ##### term 1244 ##### gpa 4 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | BME | | #### 1262 ##### term 1262 ##### gpa 3.725 ##### count 20 ##### departments | subject | comparison | | ------- | ---------- | | BME | | ### benchmarks #### all ##### school ###### size 2581 ###### gpa 3.6636741236017105 ###### top Share 82.176291858483 ###### count 80 ##### BME ###### size 33 ###### gpa 3.7597298362943885 ###### top Share 87.65122320772154 ###### count 57 #### terms ##### 1234 ###### school ###### size 1188 ###### gpa 3.5799441677552393 ###### top Share 77.18256448537606 ###### count 65 ###### BME ###### size 11 ###### gpa 3.7017837045888244 ###### top Share 82.539715309814 ###### count 66 ##### 1244 ###### school ###### size 1241 ###### gpa 3.5975573126929192 ###### top Share 78.29036874847135 ###### count 65 ###### BME ###### size 13 ###### gpa 3.754893169650072 ###### top Share 87.34999687251874 ###### count 60 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ###### BME ###### size 14 ###### gpa 3.793307456202412 ###### top Share 89.53484160389156 ###### count 49 ## instructor Trends ```json [ { "uid": "instructor_adb68c551c4d45479e5d7b77", "name": "WILLIAM MURPHY", "count": 57, "terms": [ { "term": "1234", "count": 19, "sections": 1, "gpa": 3.736842105263158 }, { "term": "1244", "count": 18, "sections": 1, "gpa": 4 }, { "term": "1262", "count": 20, "sections": 1, "gpa": 3.725 } ] } ] ``` ## following None recorded.