# BSE 380: Introductory Data Science for the Agricultural and Life Sciences | UW–Madison [View on UW Courses](https://uwcourses.com/courses/BSE_380) ## 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 9749c47694697a70efa0d41142e718f223dfd598c09554a408850472a91892a6 ### course id BSE 380 ### course uid course\_b1e74384649dc59474b8332a ### catalog version id f6f6d6960397122982b40bf54bbf16601354fdaefbadd756a68d654941f457cb ### course number 380 ### subjects * BSE ### title INTRODUCTORY DATA SCIENCE FOR THE AGRICULTURAL AND LIFE SCIENCES ### description Agricultural and life scientists need to creatively apply physical, chemical, and biological principles to address technical, business, and environmental challenges. Many of these challenges involve numerical analyses, including the interpretation of large datasets. The fundamentals of computer coding using numerical software will be taught, using real-world data science challenges from the agricultural and life sciences. ### requirements text (CHEM 103,109, or115) and (MATH 112,114, 217 or placement intoMATH 211or221) ### credits min 3 ### credits max 3 ### credit offering ids * 1272:112:026085 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 9863d8b4d7213df151710b6b057265c16b9e4c0fccd503d50c3de90e854a5992 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary Introductory data science course teaching coding and numerical analysis for agricultural and life sciences challenges. ### llm topics * Numerical analyses * Real-world data science challenges in agricultural and life sciences ### llm skills * Computer coding using numerical software * Interpretation of large datasets ### llm assumed background * Calculus-level mathematics (MATH 211/221) or precalculus (MATH 112/114) * Calculus-level mathematics (MATH 211/221) or precalculus (MATH 112/114) * Calculus-level mathematics (MATH 211/221) or precalculus (MATH 112/114) * Calculus-level mathematics (MATH 211/221) or precalculus (MATH 112/114) ### llm search phrases * agricultural data science * life sciences coding * numerical software agriculture * BSE 380 prerequisites ### llm requirements status needs\_review ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 1c48afdc590065aa03e397941d4fb09ff6d51a277dc18ae6e6ec45f04e0b1ae1 #### course id BSE 380 #### current instructors ```json [ { "instructor_uid": "instructor_58b35b08e7c7ee851a2a75fd", "message": "No course-specific reviews available", "name": "Paul Stoy", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2682732", "summary": [ { "citations": [ { "course_id": "BSE 380", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "8c984aa4-8834-3941-9da1-0b6a569bc18b", "source_record": { "entity_id": "8c984aa4-8834-3941-9da1-0b6a569bc18b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "BSE 380", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "8c984aa4-8834-3941-9da1-0b6a569bc18b", "source_record": { "entity_id": "8c984aa4-8834-3941-9da1-0b6a569bc18b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "BSE 380", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "8c984aa4-8834-3941-9da1-0b6a569bc18b", "source_record": { "entity_id": "8c984aa4-8834-3941-9da1-0b6a569bc18b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" } ], "text": "Recent recorded grades — Fall 2023: 3.40 GPA, 75.6% A/AB (n=45 letter grades); Fall 2024: 3.50 GPA, 79.2% A/AB (n=48 letter grades); Fall 2025: 3.60 GPA, 78.7% A/AB (n=61 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 — Fall 2023: 3.40 GPA, 75.6% A/AB (n=45 letter grades); Fall 2024: 3.50 GPA, 79.2% A/AB (n=48 letter grades); Fall 2025: 3.60 GPA, 78.7% A/AB (n=61 letter grades). ```json { "citations": [ { "course_id": "BSE 380", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "8c984aa4-8834-3941-9da1-0b6a569bc18b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "BSE 380", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "8c984aa4-8834-3941-9da1-0b6a569bc18b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "BSE 380", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "8c984aa4-8834-3941-9da1-0b6a569bc18b", "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 PAUL STOY is recorded teaching in Fall 2021, Fall 2022, Fall 2023, Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "BSE 380", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "8c984aa4-8834-3941-9da1-0b6a569bc18b", "source_record": { "entity_id": "8c984aa4-8834-3941-9da1-0b6a569bc18b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "BSE 380", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "8c984aa4-8834-3941-9da1-0b6a569bc18b", "source_record": { "entity_id": "8c984aa4-8834-3941-9da1-0b6a569bc18b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "BSE 380", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "8c984aa4-8834-3941-9da1-0b6a569bc18b", "source_record": { "entity_id": "8c984aa4-8834-3941-9da1-0b6a569bc18b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "BSE 380", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "8c984aa4-8834-3941-9da1-0b6a569bc18b", "source_record": { "entity_id": "8c984aa4-8834-3941-9da1-0b6a569bc18b", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "BSE 380", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "8c984aa4-8834-3941-9da1-0b6a569bc18b", "source_record": { "entity_id": "8c984aa4-8834-3941-9da1-0b6a569bc18b", "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": [ "n1", "n2" ], "condition": null, "course": null, "evidence": "(CHEM 103,109, or115) and (MATH 112,114, 217 or placement intoMATH 211or221)", "id": "n0", "kind": "all" }, { "children": [ "n3", "n4", "n5" ], "condition": null, "course": null, "evidence": "CHEM 103,109, or115", "id": "n1", "kind": "any" }, { "children": [ "n6", "n7", "n8", "n9" ], "condition": null, "course": null, "evidence": "MATH 112,114, 217 or placement intoMATH 211or221", "id": "n2", "kind": "any" }, { "children": [], "condition": null, "course": { "course_number": 103, "minimum_grade": null, "subjects": [ "CHEM" ], "timing": "prior" }, "evidence": "CHEM 103", "id": "n3", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 109, "minimum_grade": null, "subjects": [ "CHEM" ], "timing": "prior" }, "evidence": "109", "id": "n4", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 115, "minimum_grade": null, "subjects": [ "CHEM" ], "timing": "prior" }, "evidence": "115", "id": "n5", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 112, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "MATH 112", "id": "n6", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 114, "minimum_grade": null, "subjects": [ "MATH" ], "timing": "prior" }, "evidence": "114", "id": "n7", "kind": "course" }, { "children": [], "condition": "217", "course": null, "evidence": "217", "id": "n8", "kind": "condition" }, { "children": [], "condition": "placement intoMATH 211or221", "course": null, "evidence": "placement intoMATH 211or221", "id": "n9", "kind": "condition" } ] ``` #### notes * MATH 217 is included as a condition node as it is not found in source links. #### root n0 #### status needs\_review ### instructors ```json [ { "instructor_uid": "instructor_58b35b08e7c7ee851a2a75fd", "source": "enrollment", "source_instructor_id": "pcstoy", "identity_basis": "netid", "identity_status": "source_identified", "name": "Paul Stoy", "email": "PCSTOY@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", "ratings": { "review_count": 4, "quality": 5, "difficulty": 2.75, "quality_count": 4, "difficulty_count": 4, "profile_id": "rmp:2682732", "source_url": "https://www.ratemyprofessors.com/professor/2682732", "match_basis": "exact_name", "observed_at": "2026-09-07 16:12:20.342075+00:00", "courses": { "course_eed3c9f536e42df4ae917922": { "review_count": 4, "quality": 5, "difficulty": 2.75, "quality_count": 4, "difficulty_count": 4 } }, "bayesian_quality": 3.8830714862888294, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/PAUL_STOY" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:112:026085", "course_id": "BSE 380", "course_uid": "course_b1e74384649dc59474b8332a", "term_id": "1272", "source_course_id": "026085", "source_subject_id": "112", "title": "Introductory Data Science for the Agricultural and Life Sciences", "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:1272:22935", "term_id": "1272", "source_section_id": "22935", "identity_basis": "class_number", "section_number": "001", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 65, "enrolled": 64, "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_325e4743fce02e5c4e341049", "source": "madgrades", "source_instructor_id": "800668", "identity_basis": "source_id", "identity_status": "source_identified", "name": "PAUL STOY", "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", "ratings": { "review_count": 4, "quality": 5, "difficulty": 2.75, "quality_count": 4, "difficulty_count": 4, "profile_id": "rmp:2682732", "source_url": "https://www.ratemyprofessors.com/professor/2682732", "match_basis": "exact_name", "observed_at": "2026-09-07 16:12:20.342075+00:00", "courses": { "course_eed3c9f536e42df4ae917922": { "review_count": 4, "quality": 5, "difficulty": 2.75, "quality_count": 4, "difficulty_count": 4 } }, "bayesian_quality": 3.8830714862888294, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.633, "graded": 452, "counts": [ 282, 89, 44, 21, 8, 2, 6 ], "sections": 42 }, "instructor_url": "/instructors/PAUL_STOY--instructor_325e4743fce02e5c4e341049" }, { "instructor_uid": "instructor_58b35b08e7c7ee851a2a75fd", "source": "enrollment", "source_instructor_id": "pcstoy", "identity_basis": "netid", "identity_status": "source_identified", "name": "Paul Stoy", "email": "PCSTOY@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", "ratings": { "review_count": 4, "quality": 5, "difficulty": 2.75, "quality_count": 4, "difficulty_count": 4, "profile_id": "rmp:2682732", "source_url": "https://www.ratemyprofessors.com/professor/2682732", "match_basis": "exact_name", "observed_at": "2026-09-07 16:12:20.342075+00:00", "courses": { "course_eed3c9f536e42df4ae917922": { "review_count": 4, "quality": 5, "difficulty": 2.75, "quality_count": 4, "difficulty_count": 4 } }, "bayesian_quality": 3.8830714862888294, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/PAUL_STOY" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BSE 380", "course_uid": "course_b1e74384649dc59474b8332a", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "Paul Stoy" ], "a": 12, "ab": 6, "b": 3, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 2, "no_work": 0, "not_reported": 0, "other": 0, "total": 23, "source_aliases": [ "BSE 380" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BSE 380", "course_uid": "course_b1e74384649dc59474b8332a", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Paul Stoy" ], "a": 15, "ab": 2, "b": 3, "bc": 0, "c": 1, "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": 21, "source_aliases": [ "BSE 380" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BSE 380", "course_uid": "course_b1e74384649dc59474b8332a", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "Paul Stoy" ], "a": 28, "ab": 6, "b": 5, "bc": 2, "c": 0, "d": 0, "f": 4, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 45, "source_aliases": [ "BSE 380" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BSE 380", "course_uid": "course_b1e74384649dc59474b8332a", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Paul Stoy" ], "a": 30, "ab": 8, "b": 6, "bc": 0, "c": 0, "d": 2, "f": 2, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 48, "source_aliases": [ "BSE 380" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "BSE 380", "course_uid": "course_b1e74384649dc59474b8332a", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Paul Stoy" ], "a": 32, "ab": 16, "b": 8, "bc": 3, "c": 2, "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": 61, "source_aliases": [ "BSE 380" ] } ] ``` ### statistics #### gpa 3.554 #### graded 196 #### counts * 117 * 38 * 25 * 5 * 3 * 2 * 6 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_b1e74384649dc59474b8332a-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_b1e74384649dc59474b8332a-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_b1e74384649dc59474b8332a-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_b1e74384649dc59474b8332a-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_b1e74384649dc59474b8332a-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_b1e74384649dc59474b8332a-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_b1e74384649dc59474b8332a-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_b1e74384649dc59474b8332a-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.5535714285714284 #### count 196 #### university ##### size 2928 ##### gpa Percentile 27 ##### count Percentile 67 ##### median Count 115 ##### 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 | 10 | false | | 2.8–3.2 | 180 | false | | 3.2–3.6 | 745 | true | | 3.6–4.0 | 1992 | false | #### departments ```json [ { "subject": "BSE", "comparison": { "size": 11, "gpaPercentile": 50, "countPercentile": 80, "medianCount": 133, "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": 1, "current": false }, { "range": "2.8–3.2", "count": 1, "current": false }, { "range": "3.2–3.6", "count": 5, "current": true }, { "range": "3.6–4.0", "count": 4, "current": false } ] } } ] ``` ### terms #### 1222 ##### term 1222 ##### gpa 3.7142857142857144 ##### count 21 ##### departments | subject | comparison | | ------- | ---------- | | BSE | | #### 1232 ##### term 1232 ##### gpa 3.7142857142857144 ##### count 21 ##### departments | subject | comparison | | ------- | ---------- | | BSE | | #### 1242 ##### term 1242 ##### gpa 3.4 ##### count 45 ##### university ###### size 1295 ###### gpa Percentile 27 ###### count Percentile 31 ###### median Count 67 ###### 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 | 2 | false | | 2.4–2.8 | 11 | false | | 2.8–3.2 | 162 | false | | 3.2–3.6 | 394 | true | | 3.6–4.0 | 726 | false | ##### departments | subject | comparison | | ------- | ---------- | | BSE | | #### 1252 ##### term 1252 ##### gpa 3.5 ##### count 48 ##### university ###### size 1333 ###### gpa Percentile 32 ###### count Percentile 32 ###### median Count 69 ###### 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 | 14 | false | | 2.8–3.2 | 115 | false | | 3.2–3.6 | 431 | true | | 3.6–4.0 | 773 | false | ##### departments | subject | comparison | | ------- | ---------- | | BSE | | #### 1262 ##### term 1262 ##### gpa 3.598360655737705 ##### count 61 ##### university ###### size 1320 ###### gpa Percentile 39 ###### count Percentile 42 ###### median Count 70 ###### 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 | 8 | false | | 2.8–3.2 | 133 | false | | 3.2–3.6 | 381 | true | | 3.6–4.0 | 797 | false | ##### departments | subject | comparison | | ------- | ---------- | | BSE | | ### benchmarks #### all ##### school ###### size 2928 ###### gpa 3.6868346571627475 ###### top Share 83.66514315684641 ###### count 115 ##### BSE ###### size 11 ###### gpa 3.469245489430804 ###### top Share 72.20225412842802 ###### count 133 #### terms ##### 1222 ###### school ###### size 1157 ###### gpa 3.563052311875811 ###### top Share 76.64869058732418 ###### count 64 ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ## instructor Trends ```json [ { "uid": "instructor_325e4743fce02e5c4e341049", "name": "PAUL STOY", "count": 196, "terms": [ { "term": "1222", "count": 21, "sections": 1, "gpa": 3.7142857142857144 }, { "term": "1232", "count": 21, "sections": 1, "gpa": 3.7142857142857144 }, { "term": "1242", "count": 45, "sections": 1, "gpa": 3.4 }, { "term": "1252", "count": 48, "sections": 1, "gpa": 3.5 }, { "term": "1262", "count": 61, "sections": 1, "gpa": 3.598360655737705 } ] } ] ``` ## following | code | title | | ------- | -------------------------------------- | | BSE 405 | ARTIFICIAL INTELLIGENCE IN AGRICULTURE |