# ECE 730: Probability and Random Processes | UW–Madison [View on UW Courses](https://uwcourses.com/courses/ECE_730) ## 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 97b88679e86b75ecb77112fd23a49c48817182704ec8dfc0d7bb9450a0654358 ### course id ECE 730 ### course uid course\_bfee169c96c00724aacebfce ### catalog version id e8e7a757ef231ed1fd6b590b40fcd284a7bec1fe326ad2fcd1e00225c947f6d0 ### course number 730 ### subjects * ECE ### title PROBABILITY AND RANDOM PROCESSES ### description Review of basic probability. Advanced probability concepts. Random vectors; linear filtering of random processes; stationarity; power spectral densities; estimation; convergence; Markov chains; Poisson process; Wiener process. Knowledge of basic probability analysis \[such asE C E 331,STAT/​MATH  431, orSTAT 311] strongly encouraged. ### requirements text Graduate/professional standing ### credit offering ids None recorded. ### llm job id enrich-f516c4d3e82cfe326b4f5f54 ### llm output id 2b0918aea962cd9b6aadb10c648fe7a53dbbe9701407ea3cb14050b7502b588b ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary ECE 730 covers advanced probability concepts and random processes, including filtering, spectral densities, and stochastic processes. ### llm topics * Random vectors, linear filtering, stationarity, power spectral densities, estimation, convergence, Markov chains, Poisson process, Wiener process. ### llm skills * Advanced probability concepts including random vectors, linear filtering, stationarity, power spectral densities, estimation, convergence, Markov chains, Poisson process, and Wiener process. ### llm assumed background * Basic probability analysis from courses like ECE 331, STAT/MATH 431, or STAT 311. ### llm search phrases * advanced probability * random processes * linear filtering * power spectral density * Markov chains * Wiener process * estimation theory ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash 7aad4dd560a2d361c3d9d50d099375a222f9cded14d95edb5355ce215ea4cd40 #### course id ECE 730 #### current instructors None recorded. #### difficulty workload Historical reviews of John Gubner: The course is mathematically rigorous with few physical examples, requiring significant self-study from textbooks and precise understanding of fundamentals to succeed. ```json { "citations": [ { "instructor_name": "John Gubner", "review_date": "2013-12-30 23:02:01 +0000 UTC", "review_id": "2807848a34d5d9a21b39100a", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1488414", "source_review_id": "UmF0aW5nLTIyNjc2ODY4", "source_url": "https://www.ratemyprofessors.com/professor/1488414", "type": "review" }, { "instructor_name": "John Gubner", "review_date": "2019-10-23 20:35:12 +0000 UTC", "review_id": "c0296f416e7935726c7dbf04", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1488414", "source_review_id": "UmF0aW5nLTMyMzEyNzcz", "source_url": "https://www.ratemyprofessors.com/professor/1488414", "type": "review" }, { "instructor_name": "John Gubner", "review_date": "2020-04-19 18:50:56 +0000 UTC", "review_id": "901318e151b86665c765ed1e", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1488414", "source_review_id": "UmF0aW5nLTMzMDg1NzU0", "source_url": "https://www.ratemyprofessors.com/professor/1488414", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews for John Gubner describe a graduate-level course with a rigorous, mathematical approach that prioritizes theory and proofs over physical intuition or applications. While reviewers note he is prepared, patient, and willing to clarify doubts, his lectures are often described as dry and difficult to follow, requiring significant self-study from textbooks. ```json { "citations": [ { "instructor_name": "John Gubner", "review_date": "2013-11-27 02:28:31 +0000 UTC", "review_id": "b9bbf43184970d25ff8cd73a", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1488414", "source_review_id": "UmF0aW5nLTIyMzk2MTYz", "source_url": "https://www.ratemyprofessors.com/professor/1488414", "type": "review" }, { "instructor_name": "John Gubner", "review_date": "2013-12-30 23:02:01 +0000 UTC", "review_id": "2807848a34d5d9a21b39100a", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1488414", "source_review_id": "UmF0aW5nLTIyNjc2ODY4", "source_url": "https://www.ratemyprofessors.com/professor/1488414", "type": "review" }, { "instructor_name": "John Gubner", "review_date": "2019-10-23 20:35:12 +0000 UTC", "review_id": "c0296f416e7935726c7dbf04", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1488414", "source_review_id": "UmF0aW5nLTMyMzEyNzcz", "source_url": "https://www.ratemyprofessors.com/professor/1488414", "type": "review" }, { "instructor_name": "John Gubner", "review_date": "2020-04-19 18:50:56 +0000 UTC", "review_id": "901318e151b86665c765ed1e", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1488414", "source_review_id": "UmF0aW5nLTMzMDg1NzU0", "source_url": "https://www.ratemyprofessors.com/professor/1488414", "type": "review" } ] } ``` #### offered false #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Historical reviews for John Gubner describe a difficult graduate course with dry lectures and tough grading, though he is noted as helpful and patient with student questions. ```json { "citations": [ { "instructor_name": "John Gubner", "review_date": "2013-11-27 02:28:31 +0000 UTC", "review_id": "b9bbf43184970d25ff8cd73a", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1488414", "source_review_id": "UmF0aW5nLTIyMzk2MTYz", "source_url": "https://www.ratemyprofessors.com/professor/1488414", "type": "review" }, { "instructor_name": "John Gubner", "review_date": "2013-12-30 23:02:01 +0000 UTC", "review_id": "2807848a34d5d9a21b39100a", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1488414", "source_review_id": "UmF0aW5nLTIyNjc2ODY4", "source_url": "https://www.ratemyprofessors.com/professor/1488414", "type": "review" }, { "instructor_name": "John Gubner", "review_date": "2019-10-23 20:35:12 +0000 UTC", "review_id": "c0296f416e7935726c7dbf04", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1488414", "source_review_id": "UmF0aW5nLTMyMzEyNzcz", "source_url": "https://www.ratemyprofessors.com/professor/1488414", "type": "review" }, { "instructor_name": "John Gubner", "review_date": "2020-04-19 18:50:56 +0000 UTC", "review_id": "901318e151b86665c765ed1e", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1488414", "source_review_id": "UmF0aW5nLTMzMDg1NzU0", "source_url": "https://www.ratemyprofessors.com/professor/1488414", "type": "review" } ] } ``` Recent recorded grades — Fall 2022: 3.50 GPA, 70.6% A/AB (n=17 letter grades); Fall 2023: 4.00 GPA, 100.0% A/AB (n=7 letter grades); Fall 2024: 4.00 GPA, 100.0% A/AB (n=14 letter grades). ```json { "citations": [ { "course_id": "ECE 730", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "5d1b2df1-5753-3d9c-8efd-b3c53fcd26e7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "ECE 730", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "5d1b2df1-5753-3d9c-8efd-b3c53fcd26e7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "ECE 730", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "5d1b2df1-5753-3d9c-8efd-b3c53fcd26e7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" } ] } ``` #### student experience Historical reviews of John Gubner: Students find lectures dry and hard to follow, often relying on textbooks, while others appreciate his willingness to answer questions patiently despite the challenging material. ```json { "citations": [ { "instructor_name": "John Gubner", "review_date": "2013-11-27 02:28:31 +0000 UTC", "review_id": "b9bbf43184970d25ff8cd73a", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1488414", "source_review_id": "UmF0aW5nLTIyMzk2MTYz", "source_url": "https://www.ratemyprofessors.com/professor/1488414", "type": "review" }, { "instructor_name": "John Gubner", "review_date": "2013-12-30 23:02:01 +0000 UTC", "review_id": "2807848a34d5d9a21b39100a", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1488414", "source_review_id": "UmF0aW5nLTIyNjc2ODY4", "source_url": "https://www.ratemyprofessors.com/professor/1488414", "type": "review" }, { "instructor_name": "John Gubner", "review_date": "2020-04-19 18:50:56 +0000 UTC", "review_id": "901318e151b86665c765ed1e", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1488414", "source_review_id": "UmF0aW5nLTMzMDg1NzU0", "source_url": "https://www.ratemyprofessors.com/professor/1488414", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history JOHN GUBNER is recorded teaching in Spring 2009, Spring 2011, Fall 2012, Fall 2013, Fall 2014, Fall 2015, Fall 2018, Fall 2019, Fall 2020, Fall 2021, Fall 2022. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ECE 730", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "5d1b2df1-5753-3d9c-8efd-b3c53fcd26e7", "source_record": { "entity_id": "5d1b2df1-5753-3d9c-8efd-b3c53fcd26e7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1094", "type": "grade" }, { "course_id": "ECE 730", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "5d1b2df1-5753-3d9c-8efd-b3c53fcd26e7", "source_record": { "entity_id": "5d1b2df1-5753-3d9c-8efd-b3c53fcd26e7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1114", "type": "grade" }, { "course_id": "ECE 730", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "5d1b2df1-5753-3d9c-8efd-b3c53fcd26e7", "source_record": { "entity_id": "5d1b2df1-5753-3d9c-8efd-b3c53fcd26e7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1132", "type": "grade" }, { "course_id": "ECE 730", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "5d1b2df1-5753-3d9c-8efd-b3c53fcd26e7", "source_record": { "entity_id": "5d1b2df1-5753-3d9c-8efd-b3c53fcd26e7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1142", "type": "grade" }, { "course_id": "ECE 730", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "5d1b2df1-5753-3d9c-8efd-b3c53fcd26e7", "source_record": { "entity_id": "5d1b2df1-5753-3d9c-8efd-b3c53fcd26e7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1152", "type": "grade" }, { "course_id": "ECE 730", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "5d1b2df1-5753-3d9c-8efd-b3c53fcd26e7", "source_record": { "entity_id": "5d1b2df1-5753-3d9c-8efd-b3c53fcd26e7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1162", "type": "grade" }, { "course_id": "ECE 730", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "5d1b2df1-5753-3d9c-8efd-b3c53fcd26e7", "source_record": { "entity_id": "5d1b2df1-5753-3d9c-8efd-b3c53fcd26e7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1192", "type": "grade" }, { "course_id": "ECE 730", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "5d1b2df1-5753-3d9c-8efd-b3c53fcd26e7", "source_record": { "entity_id": "5d1b2df1-5753-3d9c-8efd-b3c53fcd26e7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1202", "type": "grade" }, { "course_id": "ECE 730", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "5d1b2df1-5753-3d9c-8efd-b3c53fcd26e7", "source_record": { "entity_id": "5d1b2df1-5753-3d9c-8efd-b3c53fcd26e7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "ECE 730", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "5d1b2df1-5753-3d9c-8efd-b3c53fcd26e7", "source_record": { "entity_id": "5d1b2df1-5753-3d9c-8efd-b3c53fcd26e7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "ECE 730", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "5d1b2df1-5753-3d9c-8efd-b3c53fcd26e7", "source_record": { "entity_id": "5d1b2df1-5753-3d9c-8efd-b3c53fcd26e7", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "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 None recorded. ### offerings None recorded. ### sections None recorded. ### grade instructors ```json [ { "instructor_uid": "instructor_fd0f7285bbe3808d1d4aa526", "source": "madgrades", "source_instructor_id": "3581046", "identity_basis": "source_id", "identity_status": "source_identified", "name": "IAN DOBSON", "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": 3.168, "graded": 101, "counts": [ 28, 26, 23, 10, 9, 5, 0 ], "sections": 23 }, "instructor_url": "/instructors/IAN_DOBSON--instructor_fd0f7285bbe3808d1d4aa526" }, { "instructor_uid": "instructor_39a66032b7c727546e3802a6", "source": "madgrades", "source_instructor_id": "854576", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JAMES A BUCKLEW", "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": 2.976, "graded": 402, "counts": [ 80, 87, 89, 68, 62, 11, 5 ], "sections": 12 }, "instructor_url": "/instructors/JAMES_A_BUCKLEW" }, { "instructor_uid": "instructor_38edc69039c8c5387d9c7c31", "source": "madgrades", "source_instructor_id": "2600646", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JOHN GUBNER", "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": 29, "quality": 2.38, "difficulty": 4.59, "quality_count": 29, "difficulty_count": 29, "profile_id": "rmp:1488414", "source_url": "https://www.ratemyprofessors.com/professor/1488414", "match_basis": "exact_name", "observed_at": "2026-09-07 16:31:31.697532+00:00", "courses": { "course_1c943aa88ab6f61c9fa4c558": { "review_count": 21, "quality": 2.14, "difficulty": 4.52, "quality_count": 21, "difficulty_count": 21 }, "course_6c482ec020432fe1bd6dc1fc": { "review_count": 1, "quality": 2, "difficulty": 4, "quality_count": 1, "difficulty_count": 1 }, "course_bfee169c96c00724aacebfce": { "review_count": 4, "quality": 2.75, "difficulty": 4.75, "quality_count": 4, "difficulty_count": 4 }, "course_2ad9dc37c7e24009a8332e1e": { "review_count": 3, "quality": 3.67, "difficulty": 5, "quality_count": 3, "difficulty_count": 3 } }, "bayesian_quality": 2.9023207279782017, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.184, "graded": 1147, "counts": [ 348, 250, 265, 144, 104, 22, 14 ], "sections": 76 }, "instructor_url": "/instructors/JOHN_GUBNER--instructor_38edc69039c8c5387d9c7c31" }, { "instructor_uid": "instructor_4472bd0935ab78477a6cf455", "source": "madgrades", "source_instructor_id": "5836014", "identity_basis": "source_id", "identity_status": "source_identified", "name": "VARUN JOG", "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": 3.504, "graded": 484, "counts": [ 222, 141, 74, 19, 19, 7, 2 ], "sections": 23 }, "instructor_url": "/instructors/VARUN_JOG" }, { "instructor_uid": "instructor_d6225ce16dbb1a6bb32b467e", "source": "madgrades", "source_instructor_id": "2601863", "identity_basis": "source_id", "identity_status": "source_identified", "name": "PAUL MILENKOVIC", "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": 63, "quality": 2.27, "difficulty": 3.25, "quality_count": 63, "difficulty_count": 63, "profile_id": "rmp:131224", "source_url": "https://www.ratemyprofessors.com/professor/131224", "match_basis": "exact_name", "observed_at": "2026-09-07 16:12:24.146478+00:00", "courses": { "course_4bab507174f00d6393e58c91": { "review_count": 7, "quality": 3.43, "difficulty": 3.29, "quality_count": 7, "difficulty_count": 7 }, "course_ab2f16c586da4b0250af474f": { "review_count": 48, "quality": 2.04, "difficulty": 3.21, "quality_count": 48, "difficulty_count": 48 }, "course_34f87beaf42d9c5ae4559375": { "review_count": 1, "quality": 1, "difficulty": 5, "quality_count": 1, "difficulty_count": 1 }, "course_236b13facc1d300e22cc9b1e": { "review_count": 1, "quality": 1, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_e4907bcab45d27b295e30076": { "review_count": 4, "quality": 2.75, "difficulty": 3, "quality_count": 4, "difficulty_count": 4 }, "course_8634dde81cc95f6c58014087": { "review_count": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 2.604864044228095, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.206, "graded": 3918, "counts": [ 1068, 597, 1596, 310, 306, 25, 16 ], "sections": 91 }, "instructor_url": "/instructors/PAUL_MILENKOVIC--instructor_d6225ce16dbb1a6bb32b467e" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 730", "course_uid": "course_bfee169c96c00724aacebfce", "term_id": "1072", "term_name": "Fall 2006", "instructors": [ "IAN DOBSON" ], "a": 7, "ab": 5, "b": 3, "bc": 2, "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": [ "ECE 730" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 730", "course_uid": "course_bfee169c96c00724aacebfce", "term_id": "1082", "term_name": "Fall 2007", "instructors": [ "JAMES A BUCKLEW" ], "a": 8, "ab": 5, "b": 4, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 18, "source_aliases": [ "ECE 730" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 730", "course_uid": "course_bfee169c96c00724aacebfce", "term_id": "1094", "term_name": "Spring 2009", "instructors": [ "John Gubner" ], "a": 6, "ab": 4, "b": 4, "bc": 1, "c": 0, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 16, "source_aliases": [ "ECE 730" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 730", "course_uid": "course_bfee169c96c00724aacebfce", "term_id": "1104", "term_name": "Spring 2010", "instructors": [ "JAMES A BUCKLEW" ], "a": 5, "ab": 6, "b": 6, "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": 18, "source_aliases": [ "ECE 730" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 730", "course_uid": "course_bfee169c96c00724aacebfce", "term_id": "1114", "term_name": "Spring 2011", "instructors": [ "John Gubner" ], "a": 4, "ab": 7, "b": 4, "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": 15, "source_aliases": [ "ECE 730" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 730", "course_uid": "course_bfee169c96c00724aacebfce", "term_id": "1132", "term_name": "Fall 2012", "instructors": [ "John Gubner" ], "a": 4, "ab": 13, "b": 8, "bc": 1, "c": 0, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 1, "total": 29, "source_aliases": [ "ECE 730" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 730", "course_uid": "course_bfee169c96c00724aacebfce", "term_id": "1142", "term_name": "Fall 2013", "instructors": [ "John Gubner" ], "a": 9, "ab": 8, "b": 13, "bc": 2, "c": 1, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 34, "source_aliases": [ "ECE 730" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 730", "course_uid": "course_bfee169c96c00724aacebfce", "term_id": "1152", "term_name": "Fall 2014", "instructors": [ "John Gubner" ], "a": 4, "ab": 0, "b": 12, "bc": 3, "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": 20, "source_aliases": [ "ECE 730" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 730", "course_uid": "course_bfee169c96c00724aacebfce", "term_id": "1162", "term_name": "Fall 2015", "instructors": [ "John Gubner" ], "a": 6, "ab": 5, "b": 7, "bc": 1, "c": 0, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 20, "source_aliases": [ "ECE 730" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 730", "course_uid": "course_bfee169c96c00724aacebfce", "term_id": "1172", "term_name": "Fall 2016", "instructors": [ "VARUN JOG" ], "a": 6, "ab": 6, "b": 4, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 2, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 18, "source_aliases": [ "ECE 730" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 730", "course_uid": "course_bfee169c96c00724aacebfce", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "VARUN JOG" ], "a": 14, "ab": 17, "b": 7, "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": 38, "source_aliases": [ "ECE 730" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 730", "course_uid": "course_bfee169c96c00724aacebfce", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "John Gubner" ], "a": 3, "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": 11, "source_aliases": [ "ECE 730" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 730", "course_uid": "course_bfee169c96c00724aacebfce", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "John Gubner" ], "a": 6, "ab": 9, "b": 2, "bc": 0, "c": 2, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 20, "source_aliases": [ "ECE 730" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 730", "course_uid": "course_bfee169c96c00724aacebfce", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "John Gubner" ], "a": 7, "ab": 5, "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": 14, "source_aliases": [ "ECE 730" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 730", "course_uid": "course_bfee169c96c00724aacebfce", "term_id": "1222", "term_name": "Fall 2021", "instructors": [ "John Gubner" ], "a": 12, "ab": 4, "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": 16, "source_aliases": [ "ECE 730" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 730", "course_uid": "course_bfee169c96c00724aacebfce", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "John Gubner" ], "a": 8, "ab": 4, "b": 2, "bc": 3, "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": [ "ECE 730" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 730", "course_uid": "course_bfee169c96c00724aacebfce", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "Paul Milenkovic" ], "a": 7, "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": 7, "source_aliases": [ "ECE 730" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 730", "course_uid": "course_bfee169c96c00724aacebfce", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Paul Milenkovic" ], "a": 14, "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": 14, "source_aliases": [ "ECE 730" ] } ] ``` ### statistics #### gpa 3.514 #### graded 332 #### counts * 130 * 103 * 81 * 14 * 4 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_bfee169c96c00724aacebfce-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_bfee169c96c00724aacebfce-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_bfee169c96c00724aacebfce-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_bfee169c96c00724aacebfce-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_bfee169c96c00724aacebfce-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_bfee169c96c00724aacebfce-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_bfee169c96c00724aacebfce-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_bfee169c96c00724aacebfce-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.51355421686747 #### count 332 #### university ##### size 4330 ##### gpa Percentile 31 ##### count Percentile 69 ##### median Count 163.5 ##### 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 | 19 | false | | 2.8–3.2 | 380 | false | | 3.2–3.6 | 1314 | true | | 3.6–4.0 | 2616 | false | #### departments ```json [ { "subject": "ECE", "comparison": { "size": 106, "gpaPercentile": 43, "countPercentile": 59, "medianCount": 220.5, "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": 11, "current": false }, { "range": "3.2–3.6", "count": 45, "current": true }, { "range": "3.6–4.0", "count": 50, "current": false } ] } } ] ``` ### terms #### 1072 ##### term 1072 ##### gpa 3.5 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1082 ##### term 1082 ##### gpa 3.6176470588235294 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1094 ##### term 1094 ##### gpa 3.5 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1104 ##### term 1104 ##### gpa 3.4166666666666665 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1114 ##### term 1114 ##### gpa 3.5 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1132 ##### term 1132 ##### gpa 3.3846153846153846 ##### count 26 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1142 ##### term 1142 ##### gpa 3.3333333333333335 ##### count 33 ##### university ###### size 853 ###### gpa Percentile 45 ###### count Percentile 6 ###### 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 | 4 | false | | 2.4–2.8 | 33 | false | | 2.8–3.2 | 228 | false | | 3.2–3.6 | 320 | true | | 3.6–4.0 | 268 | false | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 34, "gpaPercentile": 61, "countPercentile": 3, "medianCount": 60, "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": 2, "current": false }, { "range": "2.8–3.2", "count": 11, "current": false }, { "range": "3.2–3.6", "count": 13, "current": true }, { "range": "3.6–4.0", "count": 8, "current": false } ] } } ] ``` #### 1152 ##### term 1152 ##### gpa 3.075 ##### count 20 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1162 ##### term 1162 ##### gpa 3.4210526315789473 ##### count 19 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1172 ##### term 1172 ##### gpa 3.5625 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1182 ##### term 1182 ##### gpa 3.5921052631578947 ##### count 38 ##### university ###### size 1025 ###### gpa Percentile 58 ###### count Percentile 13 ###### 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 | 1 | false | | 2.4–2.8 | 21 | false | | 2.8–3.2 | 216 | false | | 3.2–3.6 | 369 | true | | 3.6–4.0 | 418 | false | ##### departments ```json [ { "subject": "ECE", "comparison": { "size": 40, "gpaPercentile": 59, "countPercentile": 8, "medianCount": 63, "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": 10, "current": false }, { "range": "3.2–3.6", "count": 14, "current": true }, { "range": "3.6–4.0", "count": 16, "current": false } ] } } ] ``` #### 1192 ##### term 1192 ##### gpa 3.5 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1202 ##### term 1202 ##### gpa 3.4473684210526314 ##### count 19 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1212 ##### term 1212 ##### gpa 3.6785714285714284 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1222 ##### term 1222 ##### gpa 3.875 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1232 ##### term 1232 ##### gpa 3.5 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1242 ##### term 1242 ##### gpa 4 ##### count 7 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1252 ##### term 1252 ##### gpa 4 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | ### benchmarks #### all ##### school ###### size 4330 ###### gpa 3.6378651674328575 ###### top Share 80.44472564399376 ###### count 163.5 ##### ECE ###### size 106 ###### gpa 3.545160495489157 ###### top Share 74.9085683219738 ###### count 220.5 #### terms ##### 1072 ###### school ###### size 723 ###### gpa 3.344595727439471 ###### top Share 62.012941427864526 ###### count 67 ###### ECE ###### size 22 ###### gpa 3.1987946107674805 ###### top Share 56.64446757576598 ###### count 47 ##### 1082 ###### school ###### size 723 ###### gpa 3.3583896732335172 ###### top Share 62.932746798940194 ###### count 68 ###### ECE ###### size 20 ###### gpa 3.261413632703916 ###### top Share 56.446724340169375 ###### count 40 ##### 1094 ###### school ###### size 758 ###### gpa 3.3891454428111527 ###### top Share 64.36369814389255 ###### count 71 ###### ECE ###### size 18 ###### gpa 3.1709531378777993 ###### top Share 48.482368483424565 ###### count 52 ##### 1104 ###### school ###### size 793 ###### gpa 3.384661458923085 ###### top Share 64.6614752434143 ###### count 66 ###### ECE ###### size 18 ###### gpa 3.0763591673236226 ###### top Share 47.17040644572389 ###### count 55.5 ##### 1114 ###### school ###### size 804 ###### gpa 3.3696004653806844 ###### top Share 64.0389334741844 ###### count 68 ###### ECE ###### size 22 ###### gpa 3.144458106909116 ###### top Share 49.77358787545943 ###### count 49 ##### 1132 ###### school ###### size 851 ###### gpa 3.391128778809763 ###### top Share 64.69509437122704 ###### count 66 ###### ECE ###### size 31 ###### gpa 3.341669205733449 ###### top Share 60.24866562304859 ###### count 53 ##### 1142 ###### school ###### size 853 ###### gpa 3.3941849959684913 ###### top Share 65.28450334228523 ###### count 67 ###### ECE ###### size 34 ###### gpa 3.308741102061444 ###### top Share 59.724830536617226 ###### count 60 ##### 1152 ###### school ###### size 918 ###### gpa 3.408733538594633 ###### top Share 66.06693005846735 ###### count 65 ###### ECE ###### size 30 ###### gpa 3.3140597882926164 ###### top Share 61.06564628590848 ###### count 62 ##### 1162 ###### school ###### size 954 ###### gpa 3.43726781345039 ###### top Share 68.05645304987395 ###### count 64.5 ###### ECE ###### size 32 ###### gpa 3.319518625747047 ###### top Share 59.51472818692325 ###### count 68 ##### 1172 ###### school ###### size 991 ###### gpa 3.465129042641772 ###### top Share 69.42600667567366 ###### count 67 ###### ECE ###### size 35 ###### gpa 3.3883507843058354 ###### top Share 63.7905998393372 ###### count 72 ##### 1182 ###### school ###### size 1025 ###### gpa 3.474159360325319 ###### top Share 70.34861441764347 ###### count 69 ###### ECE ###### size 40 ###### gpa 3.456923604087721 ###### top Share 68.99771043518125 ###### count 63 ##### 1192 ###### school ###### size 1077 ###### gpa 3.50327634323125 ###### top Share 72.44641925727845 ###### count 67 ###### ECE ###### size 38 ###### gpa 3.447533461703932 ###### top Share 70.3070826404184 ###### count 77 ##### 1202 ###### school ###### size 1102 ###### gpa 3.5102605987403313 ###### top Share 72.78244569053733 ###### count 68 ###### ECE ###### size 37 ###### gpa 3.4499953407109865 ###### top Share 70.66752329901533 ###### count 78 ##### 1212 ###### school ###### size 1111 ###### gpa 3.5856416028074487 ###### top Share 77.58926748660845 ###### count 68 ###### ECE ###### size 41 ###### gpa 3.5390420098740205 ###### top Share 74.4144228117487 ###### count 66 ##### 1222 ###### school ###### size 1157 ###### gpa 3.563052311875811 ###### top Share 76.64869058732418 ###### count 64 ###### ECE ###### size 41 ###### gpa 3.502469130958549 ###### top Share 72.06914460291064 ###### count 70 ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ###### ECE ###### size 44 ###### gpa 3.4583903966894223 ###### top Share 70.01102622146537 ###### count 70 ##### 1242 ###### school ###### size 1295 ###### gpa 3.595302892737449 ###### top Share 78.36291889885307 ###### count 67 ###### ECE ###### size 41 ###### gpa 3.4916867437115484 ###### top Share 71.95296745580877 ###### count 83 ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ###### ECE ###### size 44 ###### gpa 3.5595929340853747 ###### top Share 76.26079811550397 ###### count 74 ## instructor Trends ```json [ { "uid": "instructor_38edc69039c8c5387d9c7c31", "name": "JOHN GUBNER", "count": 205, "terms": [ { "term": "1094", "count": 15, "sections": 1, "gpa": 3.5 }, { "term": "1114", "count": 15, "sections": 1, "gpa": 3.5 }, { "term": "1132", "count": 26, "sections": 1, "gpa": 3.3846153846153846 }, { "term": "1142", "count": 33, "sections": 1, "gpa": 3.3333333333333335 }, { "term": "1152", "count": 20, "sections": 1, "gpa": 3.075 }, { "term": "1162", "count": 19, "sections": 1, "gpa": 3.4210526315789473 }, { "term": "1192", "count": 11, "sections": 1, "gpa": 3.5 }, { "term": "1202", "count": 19, "sections": 1, "gpa": 3.4473684210526314 }, { "term": "1212", "count": 14, "sections": 1, "gpa": 3.6785714285714284 }, { "term": "1222", "count": 16, "sections": 1, "gpa": 3.875 }, { "term": "1232", "count": 17, "sections": 1, "gpa": 3.5 } ] }, { "uid": "instructor_4472bd0935ab78477a6cf455", "name": "VARUN JOG", "count": 54, "terms": [ { "term": "1172", "count": 16, "sections": 1, "gpa": 3.5625 }, { "term": "1182", "count": 38, "sections": 1, "gpa": 3.5921052631578947 } ] }, { "uid": "instructor_39a66032b7c727546e3802a6", "name": "JAMES A BUCKLEW", "count": 35, "terms": [ { "term": "1082", "count": 17, "sections": 1, "gpa": 3.6176470588235294 }, { "term": "1104", "count": 18, "sections": 1, "gpa": 3.4166666666666665 } ] }, { "uid": "instructor_d6225ce16dbb1a6bb32b467e", "name": "PAUL MILENKOVIC", "count": 21, "terms": [ { "term": "1242", "count": 7, "sections": 1, "gpa": 4 }, { "term": "1252", "count": 14, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_fd0f7285bbe3808d1d4aa526", "name": "IAN DOBSON", "count": 17, "terms": [ { "term": "1072", "count": 17, "sections": 1, "gpa": 3.5 } ] } ] ``` ## following None recorded.