# ABT 715: Techniques in Biotechnology | UW–Madison [View on UW Courses](https://uwcourses.com/courses/ABT_715) ## 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 7ce189171775209c7e7ecc4ea1a74579e52e617cf468a14dde0f46ed4ab158c0 ### course id ABT 715 ### course uid course\_7a466014281765a83a2b79fc ### catalog version id 18095173602b54c66b8177d512e561f39ad0f2093a617280983362f2d7e60089 ### course number 715 ### subjects * ABT ### title TECHNIQUES IN BIOTECHNOLOGY ### description Application of biological and chemical methods to modern biotechnological product development. Overview of analysis techniques used to characterize products and evaluate quality and safety. Exploration of technological pipeline from conception to market, including proof-of-concept assessment, pre-clinical trials, clinical trials, and post-production testing. ### requirements text ABT 700 ### credits min 3 ### credits max 3 ### credit offering ids * 1272:160:025290 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 0caf72689c9eeaedc5eee5023c7a99fc4e38508c7a53712742f8e1b719d3112f ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary ABT 715 teaches techniques for biotechnological product development, quality analysis, and the full product pipeline. ### llm topics * Biotechnological product development. * Product characterization and quality/safety analysis. * Biotech pipeline: proof-of-concept, trials, and post-production testing. ### llm skills * Application of biological and chemical methods to product development. * Analysis techniques for product characterization and quality/safety evaluation. * Navigation of the biotech pipeline from conception to market. ### llm assumed background * Foundational principles and techniques of biotechnology. ### llm search phrases * biotechnology product development * biotech quality control * clinical trials biotechnology * ABT 715 techniques ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash da1cab14e91f2b3074646880cb35760412aab3f9a0fe41203a8a42fd860c7c7d #### course id ABT 715 #### current instructors ```json [ { "instructor_uid": "instructor_fdc4b4df08b1bb55cd33fd1d", "message": "No course-specific reviews available", "name": "Natalie Betz", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [ { "citations": [ { "course_id": "ABT 715", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "f97ca1cd-d09c-36c4-9fa5-7541e4040891", "source_record": { "entity_id": "f97ca1cd-d09c-36c4-9fa5-7541e4040891", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "ABT 715", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "f97ca1cd-d09c-36c4-9fa5-7541e4040891", "source_record": { "entity_id": "f97ca1cd-d09c-36c4-9fa5-7541e4040891", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "ABT 715", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "f97ca1cd-d09c-36c4-9fa5-7541e4040891", "source_record": { "entity_id": "f97ca1cd-d09c-36c4-9fa5-7541e4040891", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ], "text": "Recent recorded grades — Spring 2025: 3.26 GPA, 73.7% A/AB (n=19 letter grades); Fall 2025: 3.67 GPA, 66.7% A/AB (n=6 letter grades); Spring 2026: 3.92 GPA, 100.0% A/AB (n=6 letter grades)." } ] } ] ``` #### difficulty workload None recorded. #### errors None recorded. #### historical context None recorded. #### message No course-specific reviews available #### offered true #### profile hash 672f506f2fc2f46a071b9777f4a92cc197b2ccdeef25590e9285146d8c7e7f90 #### quick take Recent recorded grades — Spring 2025: 3.26 GPA, 73.7% A/AB (n=19 letter grades); Fall 2025: 3.67 GPA, 66.7% A/AB (n=6 letter grades); Spring 2026: 3.92 GPA, 100.0% A/AB (n=6 letter grades). ```json { "citations": [ { "course_id": "ABT 715", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "f97ca1cd-d09c-36c4-9fa5-7541e4040891", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "ABT 715", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "f97ca1cd-d09c-36c4-9fa5-7541e4040891", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "ABT 715", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "f97ca1cd-d09c-36c4-9fa5-7541e4040891", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience None recorded. #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history NATALIE BETZ is recorded teaching in Fall 2020, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ABT 715", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "f97ca1cd-d09c-36c4-9fa5-7541e4040891", "source_record": { "entity_id": "f97ca1cd-d09c-36c4-9fa5-7541e4040891", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "ABT 715", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "f97ca1cd-d09c-36c4-9fa5-7541e4040891", "source_record": { "entity_id": "f97ca1cd-d09c-36c4-9fa5-7541e4040891", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "ABT 715", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "f97ca1cd-d09c-36c4-9fa5-7541e4040891", "source_record": { "entity_id": "f97ca1cd-d09c-36c4-9fa5-7541e4040891", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "ABT 715", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "f97ca1cd-d09c-36c4-9fa5-7541e4040891", "source_record": { "entity_id": "f97ca1cd-d09c-36c4-9fa5-7541e4040891", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1234", "type": "grade" }, { "course_id": "ABT 715", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "f97ca1cd-d09c-36c4-9fa5-7541e4040891", "source_record": { "entity_id": "f97ca1cd-d09c-36c4-9fa5-7541e4040891", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "ABT 715", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "f97ca1cd-d09c-36c4-9fa5-7541e4040891", "source_record": { "entity_id": "f97ca1cd-d09c-36c4-9fa5-7541e4040891", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "ABT 715", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "f97ca1cd-d09c-36c4-9fa5-7541e4040891", "source_record": { "entity_id": "f97ca1cd-d09c-36c4-9fa5-7541e4040891", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "ABT 715", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "f97ca1cd-d09c-36c4-9fa5-7541e4040891", "source_record": { "entity_id": "f97ca1cd-d09c-36c4-9fa5-7541e4040891", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "ABT 715", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "f97ca1cd-d09c-36c4-9fa5-7541e4040891", "source_record": { "entity_id": "f97ca1cd-d09c-36c4-9fa5-7541e4040891", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "ABT 715", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "f97ca1cd-d09c-36c4-9fa5-7541e4040891", "source_record": { "entity_id": "f97ca1cd-d09c-36c4-9fa5-7541e4040891", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": null, "course": { "course_number": 700, "minimum_grade": null, "subjects": [ "ABT" ], "timing": "prior" }, "evidence": "ABT 700", "id": "n0", "kind": "course" } ] ``` #### 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\_fdc4b4df08b1bb55cd33fd1d | enrollment | nabetz | netid | source\_identified | Natalie Betz | NABETZ\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/NATALIE\_BETZ | ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:160:025290", "course_id": "ABT 715", "course_uid": "course_7a466014281765a83a2b79fc", "term_id": "1272", "source_course_id": "025290", "source_subject_id": "160", "title": "Techniques in Biotechnology", "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:1272:25877", "term_id": "1272", "source_section_id": "25877", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Online Only", "capacity": 100, "enrolled": 1, "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_6d21bc07da00876f9cee3356", "source": "madgrades", "source_instructor_id": "948165", "identity_basis": "source_id", "identity_status": "source_identified", "name": "NATALIE BETZ", "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": 3.745, "graded": 1840, "counts": [ 1199, 444, 130, 46, 18, 0, 3 ], "sections": 184 }, "instructor_url": "/instructors/NATALIE_BETZ--instructor_6d21bc07da00876f9cee3356" }, { "instructor_uid": "instructor_d7b7e25e8b81455d3772b58e", "source": "madgrades", "source_instructor_id": "4194092", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MICHELE SMITH", "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": 3.732, "graded": 41, "counts": [ 31, 6, 2, 0, 1, 0, 1 ], "sections": 7 }, "instructor_url": "/instructors/MICHELE_SMITH--instructor_d7b7e25e8b81455d3772b58e" }, { "instructor_uid": "instructor_fdc4b4df08b1bb55cd33fd1d", "source": "enrollment", "source_instructor_id": "nabetz", "identity_basis": "netid", "identity_status": "source_identified", "name": "Natalie Betz", "email": "NABETZ@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/NATALIE_BETZ" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ABT 715", "course_uid": "course_7a466014281765a83a2b79fc", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "MICHELE SMITH", "Natalie Betz" ], "a": 0, "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": 0, "source_aliases": [ "ABT 715" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ABT 715", "course_uid": "course_7a466014281765a83a2b79fc", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "Natalie Betz" ], "a": 6, "ab": 3, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 1, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 11, "source_aliases": [ "ABT 715" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ABT 715", "course_uid": "course_7a466014281765a83a2b79fc", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Natalie Betz" ], "a": 6, "ab": 2, "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": 8, "source_aliases": [ "ABT 715" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ABT 715", "course_uid": "course_7a466014281765a83a2b79fc", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Natalie Betz" ], "a": 7, "ab": 2, "b": 0, "bc": 1, "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": 10, "source_aliases": [ "ABT 715" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ABT 715", "course_uid": "course_7a466014281765a83a2b79fc", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "Natalie Betz" ], "a": 6, "ab": 1, "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": 7, "source_aliases": [ "ABT 715" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ABT 715", "course_uid": "course_7a466014281765a83a2b79fc", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "Natalie Betz" ], "a": 15, "ab": 3, "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": [ "ABT 715" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ABT 715", "course_uid": "course_7a466014281765a83a2b79fc", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Natalie Betz" ], "a": 14, "ab": 3, "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": 17, "source_aliases": [ "ABT 715" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ABT 715", "course_uid": "course_7a466014281765a83a2b79fc", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "Natalie Betz" ], "a": 4, "ab": 10, "b": 2, "bc": 2, "c": 0, "d": 0, "f": 1, "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": [ "ABT 715" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ABT 715", "course_uid": "course_7a466014281765a83a2b79fc", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Natalie Betz" ], "a": 4, "ab": 0, "b": 2, "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": 6, "source_aliases": [ "ABT 715" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ABT 715", "course_uid": "course_7a466014281765a83a2b79fc", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Natalie Betz" ], "a": 5, "ab": 1, "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": 6, "source_aliases": [ "ABT 715" ] } ] ``` ### statistics #### gpa 3.713 #### graded 101 #### counts * 67 * 25 * 4 * 3 * 0 * 0 * 2 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_7a466014281765a83a2b79fc-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_7a466014281765a83a2b79fc-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_7a466014281765a83a2b79fc-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_7a466014281765a83a2b79fc-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_7a466014281765a83a2b79fc-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_7a466014281765a83a2b79fc-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.712871287128713 #### count 101 #### university ##### size 4466 ##### gpa Percentile 43 ##### count Percentile 42 ##### median Count 126 ##### 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 | 0 | false | | 2.4–2.8 | 12 | false | | 2.8–3.2 | 231 | false | | 3.2–3.6 | 1085 | false | | 3.6–4.0 | 3138 | true | #### departments ```json [ { "subject": "ABT", "comparison": { "size": 16, "gpaPercentile": 27, "countPercentile": 87, "medianCount": 56.5, "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": 2, "current": false }, { "range": "3.6–4.0", "count": 14, "current": true } ] } } ] ``` ### terms #### 1224 ##### term 1224 ##### gpa 3.45 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | ABT | | #### 1232 ##### term 1232 ##### gpa 3.875 ##### count 8 ##### departments | subject | comparison | | ------- | ---------- | | ABT | | #### 1234 ##### term 1234 ##### gpa 3.75 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | ABT | | #### 1242 ##### term 1242 ##### gpa 3.9285714285714284 ##### count 7 ##### departments | subject | comparison | | ------- | ---------- | | ABT | | #### 1244 ##### term 1244 ##### gpa 3.9166666666666665 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | ABT | | #### 1252 ##### term 1252 ##### gpa 3.911764705882353 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | ABT | | #### 1254 ##### term 1254 ##### gpa 3.263157894736842 ##### count 19 ##### departments | subject | comparison | | ------- | ---------- | | ABT | | #### 1262 ##### term 1262 ##### gpa 3.6666666666666665 ##### count 6 ##### departments | subject | comparison | | ------- | ---------- | | ABT | | #### 1264 ##### term 1264 ##### gpa 3.9166666666666665 ##### count 6 ##### departments | subject | comparison | | ------- | ---------- | | ABT | | ### benchmarks #### all ##### school ###### size 4466 ###### gpa 3.700647518719385 ###### top Share 84.3746519783307 ###### count 126 ##### ABT ###### size 16 ###### gpa 3.796939208498308 ###### top Share 92.90576338719708 ###### count 56.5 #### terms ##### 1212 ###### school ###### size 1111 ###### gpa 3.5856416028074487 ###### top Share 77.58926748660845 ###### count 68 ##### 1224 ###### school ###### size 1171 ###### gpa 3.5627882428500937 ###### top Share 76.37271640560496 ###### count 64 ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ##### 1234 ###### school ###### size 1188 ###### gpa 3.5799441677552393 ###### top Share 77.18256448537606 ###### count 65 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ##### 1244 ###### school ###### size 1241 ###### gpa 3.5975573126929192 ###### top Share 78.29036874847135 ###### count 65 ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ##### 1264 ###### school ###### size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ## instructor Trends ```json [ { "uid": "instructor_6d21bc07da00876f9cee3356", "name": "NATALIE BETZ", "count": 101, "terms": [ { "term": "1224", "count": 10, "sections": 1, "gpa": 3.45 }, { "term": "1232", "count": 8, "sections": 1, "gpa": 3.875 }, { "term": "1234", "count": 10, "sections": 1, "gpa": 3.75 }, { "term": "1242", "count": 7, "sections": 1, "gpa": 3.9285714285714284 }, { "term": "1244", "count": 18, "sections": 1, "gpa": 3.9166666666666665 }, { "term": "1252", "count": 17, "sections": 1, "gpa": 3.911764705882353 }, { "term": "1254", "count": 19, "sections": 1, "gpa": 3.263157894736842 }, { "term": "1262", "count": 6, "sections": 1, "gpa": 3.6666666666666665 }, { "term": "1264", "count": 6, "sections": 1, "gpa": 3.9166666666666665 } ] } ] ``` ## following | code | title | | ------- | ----------------------- | | ABT 770 | PRODUCT DEVELOPMENT | | ABT 775 | TOOLS FOR DATA ANALYSIS |