# ECE 735: Signal Synthesis and Recovery Techniques | UW–Madison [View on UW Courses](https://uwcourses.com/courses/ECE_735) ## 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 25a530975adfcee9b9f47c25a148f27e47a137ca67385a47851e13c321bca72f ### course id ECE 735 ### course uid course\_2ad9dc37c7e24009a8332e1e ### catalog version id 3dccb78cc80592a845dedf0f3d7f0bc09038f3718a5b9f470ba7aeff40964a94 ### course number 735 ### subjects * ECE ### title SIGNAL SYNTHESIS AND RECOVERY TECHNIQUES ### description Signals and their representation. Signal synthesis subject to constraints on peak voltage, energy, duration-bandwidth product. The theory of alternating projections onto convex sets and applications to inverse problems in signal processing: signal recovery using incomplete data, image recovery in tomography using limited views, phase retrieval in optical astronomy. ### requirements text Graduate/professional standing ### credit offering ids None recorded. ### llm job id enrich-f516c4d3e82cfe326b4f5f54 ### llm output id 784905553e5910f77407060d2866f6ec4bfeefa4f93fecfd9abdecd01575f441 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary ECE 735 covers signal representation, synthesis under constraints, and the application of alternating projections to solve inverse problems like signal and image recovery. ### llm topics * Signal representation * Constrained signal synthesis * Alternating projections onto convex sets * Inverse problems in signal processing * Specific recovery applications: tomography and phase retrieval ### llm skills * Signal synthesis under physical constraints * Applying alternating projections to inverse problems * Signal and image recovery from incomplete or limited data ### llm assumed background None recorded. ### llm search phrases * signal synthesis convex sets * alternating projections signal processing * phase retrieval tomography * inverse problems signal recovery ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash 186fdb95ad277bdfdae771b32c315ae761913640e6fc22e78746e28baef92d90 #### course id ECE 735 #### current instructors None recorded. #### difficulty workload Historical reviews of John Gubner: The course is rated as very difficult, requiring significant hard work and a strong interest in mathematics. ```json { "citations": [ { "instructor_name": "John Gubner", "review_date": "2010-12-15 12:38:14 +0000 UTC", "review_id": "694a48da7bfe58bbb85c70ea", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1488414", "source_review_id": "UmF0aW5nLTE3OTQ5NjUz", "source_url": "https://www.ratemyprofessors.com/professor/1488414", "type": "review" }, { "instructor_name": "John Gubner", "review_date": "2011-04-03 16:24:40 +0000 UTC", "review_id": "1e1fae848e50d4a6bc874b23", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1488414", "source_review_id": "UmF0aW5nLTE4MzQ5NTQ4", "source_url": "https://www.ratemyprofessors.com/professor/1488414", "type": "review" }, { "instructor_name": "John Gubner", "review_date": "2012-07-10 22:24:04 +0000 UTC", "review_id": "45c570206bf2d7987e28f152", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1488414", "source_review_id": "UmF0aW5nLTIwNDgxODE3", "source_url": "https://www.ratemyprofessors.com/professor/1488414", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews for John Gubner are polarized. One reviewer labeled him useless, while others praised his teaching quality and interesting material despite the theoretical nature. ```json { "citations": [ { "instructor_name": "John Gubner", "review_date": "2010-12-15 12:38:14 +0000 UTC", "review_id": "694a48da7bfe58bbb85c70ea", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1488414", "source_review_id": "UmF0aW5nLTE3OTQ5NjUz", "source_url": "https://www.ratemyprofessors.com/professor/1488414", "type": "review" }, { "instructor_name": "John Gubner", "review_date": "2011-04-03 16:24:40 +0000 UTC", "review_id": "1e1fae848e50d4a6bc874b23", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1488414", "source_review_id": "UmF0aW5nLTE4MzQ5NTQ4", "source_url": "https://www.ratemyprofessors.com/professor/1488414", "type": "review" }, { "instructor_name": "John Gubner", "review_date": "2012-07-10 22:24:04 +0000 UTC", "review_id": "45c570206bf2d7987e28f152", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1488414", "source_review_id": "UmF0aW5nLTIwNDgxODE3", "source_url": "https://www.ratemyprofessors.com/professor/1488414", "type": "review" } ] } ``` #### offered false #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Historical reviews of John Gubner: John Gubner is an excellent teacher with diverse, interesting material, though his highly theoretical style may turn off some engineers. ```json { "citations": [ { "instructor_name": "John Gubner", "review_date": "2011-04-03 16:24:40 +0000 UTC", "review_id": "1e1fae848e50d4a6bc874b23", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1488414", "source_review_id": "UmF0aW5nLTE4MzQ5NTQ4", "source_url": "https://www.ratemyprofessors.com/professor/1488414", "type": "review" }, { "instructor_name": "John Gubner", "review_date": "2012-07-10 22:24:04 +0000 UTC", "review_id": "45c570206bf2d7987e28f152", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1488414", "source_review_id": "UmF0aW5nLTIwNDgxODE3", "source_url": "https://www.ratemyprofessors.com/professor/1488414", "type": "review" } ] } ``` Recent recorded grades — Spring 2017: 3.69 GPA, 84.6% A/AB (n=13 letter grades); Spring 2018: 3.50 GPA, 75.0% A/AB (n=8 letter grades); Spring 2020: 3.50 GPA, 80.0% A/AB (n=5 letter grades). ```json { "citations": [ { "course_id": "ECE 735", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "eb9a4de4-ff90-3b81-8b90-9e0574b0cbd4", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1174", "type": "grade" }, { "course_id": "ECE 735", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "eb9a4de4-ff90-3b81-8b90-9e0574b0cbd4", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1184", "type": "grade" }, { "course_id": "ECE 735", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "eb9a4de4-ff90-3b81-8b90-9e0574b0cbd4", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1204", "type": "grade" } ] } ``` #### student experience Historical reviews of John Gubner: Students who enjoy math and hard work will appreciate the style, while those seeking an easy requirement check may find the theory off-putting. ```json { "citations": [ { "instructor_name": "John Gubner", "review_date": "2012-07-10 22:24:04 +0000 UTC", "review_id": "45c570206bf2d7987e28f152", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1488414", "source_review_id": "UmF0aW5nLTIwNDgxODE3", "source_url": "https://www.ratemyprofessors.com/professor/1488414", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history JOHN GUBNER is recorded teaching in Fall 2006, Fall 2008, Fall 2009, Fall 2010, Fall 2011, Spring 2014, Spring 2017, Spring 2018, Spring 2020. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "ECE 735", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "eb9a4de4-ff90-3b81-8b90-9e0574b0cbd4", "source_record": { "entity_id": "eb9a4de4-ff90-3b81-8b90-9e0574b0cbd4", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1072", "type": "grade" }, { "course_id": "ECE 735", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "eb9a4de4-ff90-3b81-8b90-9e0574b0cbd4", "source_record": { "entity_id": "eb9a4de4-ff90-3b81-8b90-9e0574b0cbd4", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1092", "type": "grade" }, { "course_id": "ECE 735", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "eb9a4de4-ff90-3b81-8b90-9e0574b0cbd4", "source_record": { "entity_id": "eb9a4de4-ff90-3b81-8b90-9e0574b0cbd4", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1102", "type": "grade" }, { "course_id": "ECE 735", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "eb9a4de4-ff90-3b81-8b90-9e0574b0cbd4", "source_record": { "entity_id": "eb9a4de4-ff90-3b81-8b90-9e0574b0cbd4", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1112", "type": "grade" }, { "course_id": "ECE 735", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "eb9a4de4-ff90-3b81-8b90-9e0574b0cbd4", "source_record": { "entity_id": "eb9a4de4-ff90-3b81-8b90-9e0574b0cbd4", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1122", "type": "grade" }, { "course_id": "ECE 735", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "eb9a4de4-ff90-3b81-8b90-9e0574b0cbd4", "source_record": { "entity_id": "eb9a4de4-ff90-3b81-8b90-9e0574b0cbd4", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1144", "type": "grade" }, { "course_id": "ECE 735", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "eb9a4de4-ff90-3b81-8b90-9e0574b0cbd4", "source_record": { "entity_id": "eb9a4de4-ff90-3b81-8b90-9e0574b0cbd4", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1174", "type": "grade" }, { "course_id": "ECE 735", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "eb9a4de4-ff90-3b81-8b90-9e0574b0cbd4", "source_record": { "entity_id": "eb9a4de4-ff90-3b81-8b90-9e0574b0cbd4", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1184", "type": "grade" }, { "course_id": "ECE 735", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "eb9a4de4-ff90-3b81-8b90-9e0574b0cbd4", "source_record": { "entity_id": "eb9a4de4-ff90-3b81-8b90-9e0574b0cbd4", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1204", "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_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" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 735", "course_uid": "course_2ad9dc37c7e24009a8332e1e", "term_id": "1072", "term_name": "Fall 2006", "instructors": [ "John Gubner" ], "a": 3, "ab": 0, "b": 1, "bc": 0, "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": 6, "source_aliases": [ "ECE 735" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 735", "course_uid": "course_2ad9dc37c7e24009a8332e1e", "term_id": "1092", "term_name": "Fall 2008", "instructors": [ "John Gubner" ], "a": 7, "ab": 4, "b": 4, "bc": 3, "c": 6, "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": 24, "source_aliases": [ "ECE 735" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 735", "course_uid": "course_2ad9dc37c7e24009a8332e1e", "term_id": "1102", "term_name": "Fall 2009", "instructors": [ "John Gubner" ], "a": 2, "ab": 9, "b": 1, "bc": 1, "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": 15, "source_aliases": [ "ECE 735" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 735", "course_uid": "course_2ad9dc37c7e24009a8332e1e", "term_id": "1112", "term_name": "Fall 2010", "instructors": [ "John Gubner" ], "a": 4, "ab": 3, "b": 7, "bc": 5, "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 735" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 735", "course_uid": "course_2ad9dc37c7e24009a8332e1e", "term_id": "1122", "term_name": "Fall 2011", "instructors": [ "John Gubner" ], "a": 4, "ab": 6, "b": 3, "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": 14, "source_aliases": [ "ECE 735" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 735", "course_uid": "course_2ad9dc37c7e24009a8332e1e", "term_id": "1144", "term_name": "Spring 2014", "instructors": [ "John Gubner" ], "a": 5, "ab": 5, "b": 7, "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": 19, "source_aliases": [ "ECE 735" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 735", "course_uid": "course_2ad9dc37c7e24009a8332e1e", "term_id": "1174", "term_name": "Spring 2017", "instructors": [ "John Gubner" ], "a": 7, "ab": 4, "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": 13, "source_aliases": [ "ECE 735" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 735", "course_uid": "course_2ad9dc37c7e24009a8332e1e", "term_id": "1184", "term_name": "Spring 2018", "instructors": [ "John Gubner" ], "a": 2, "ab": 4, "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": 8, "source_aliases": [ "ECE 735" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE 735", "course_uid": "course_2ad9dc37c7e24009a8332e1e", "term_id": "1204", "term_name": "Spring 2020", "instructors": [ "John Gubner" ], "a": 3, "ab": 1, "b": 0, "bc": 0, "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": 6, "source_aliases": [ "ECE 735" ] } ] ``` ### statistics #### gpa 3.345 #### graded 119 #### counts * 37 * 36 * 27 * 10 * 9 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_2ad9dc37c7e24009a8332e1e-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_2ad9dc37c7e24009a8332e1e-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_2ad9dc37c7e24009a8332e1e-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_2ad9dc37c7e24009a8332e1e-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_2ad9dc37c7e24009a8332e1e-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_2ad9dc37c7e24009a8332e1e-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_2ad9dc37c7e24009a8332e1e-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_2ad9dc37c7e24009a8332e1e-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.3445378151260505 #### count 119 #### university ##### size 3200 ##### gpa Percentile 22 ##### count Percentile 52 ##### median Count 111 ##### 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 | 20 | false | | 2.8–3.2 | 372 | false | | 3.2–3.6 | 1058 | true | | 3.6–4.0 | 1749 | false | #### departments ```json [ { "subject": "ECE", "comparison": { "size": 87, "gpaPercentile": 28, "countPercentile": 48, "medianCount": 139, "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": 18, "current": false }, { "range": "3.2–3.6", "count": 30, "current": true }, { "range": "3.6–4.0", "count": 39, "current": false } ] } } ] ``` ### terms #### 1072 ##### term 1072 ##### gpa 3.4 ##### count 5 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1092 ##### term 1092 ##### gpa 3.0625 ##### count 24 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1102 ##### term 1102 ##### gpa 3.357142857142857 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1112 ##### term 1112 ##### gpa 3.1578947368421053 ##### count 19 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1122 ##### term 1122 ##### gpa 3.4642857142857144 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1144 ##### term 1144 ##### gpa 3.4411764705882355 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1174 ##### term 1174 ##### gpa 3.6923076923076925 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1184 ##### term 1184 ##### gpa 3.5 ##### count 8 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | #### 1204 ##### term 1204 ##### gpa 3.5 ##### count 5 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | ### benchmarks #### all ##### school ###### size 3200 ###### gpa 3.5992597179867634 ###### top Share 77.98593470344555 ###### count 111 ##### ECE ###### size 87 ###### gpa 3.5256373403916443 ###### top Share 73.59934184431678 ###### count 139 #### 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 ##### 1092 ###### school ###### size 732 ###### gpa 3.374660709520374 ###### top Share 63.690339324346596 ###### count 70 ###### ECE ###### size 18 ###### gpa 3.260010533524362 ###### top Share 55.57892737058536 ###### count 46.5 ##### 1102 ###### school ###### size 774 ###### gpa 3.36712622366007 ###### top Share 63.703228532165696 ###### count 67 ###### ECE ###### size 22 ###### gpa 3.165502628163506 ###### top Share 51.66541549824097 ###### count 48.5 ##### 1112 ###### school ###### size 805 ###### gpa 3.3737773184830386 ###### top Share 63.91039244872789 ###### count 66 ###### ECE ###### size 27 ###### gpa 3.2587548172943666 ###### top Share 57.4110194229183 ###### count 42 ##### 1122 ###### school ###### size 804 ###### gpa 3.3737149752667013 ###### top Share 63.65118790117902 ###### count 70 ###### ECE ###### size 25 ###### gpa 3.270248107160397 ###### top Share 57.95297253539389 ###### count 49 ##### 1144 ###### school ###### size 878 ###### gpa 3.4092443327803017 ###### top Share 65.95978235963416 ###### count 64 ###### ECE ###### size 29 ###### gpa 3.3963570521991486 ###### top Share 65.23099367558979 ###### count 59 ##### 1174 ###### school ###### size 955 ###### gpa 3.4597947384071412 ###### top Share 69.5290038366363 ###### count 69 ###### ECE ###### size 32 ###### gpa 3.4125499296052797 ###### top Share 66.90263468847662 ###### count 85 ##### 1184 ###### school ###### size 1010 ###### gpa 3.47925290354517 ###### top Share 70.86270937115944 ###### count 68 ###### ECE ###### size 34 ###### gpa 3.4797837203421706 ###### top Share 70.14653057475711 ###### count 84.5 ##### 1204 ###### school ###### size 1012 ###### gpa 3.703747431523761 ###### top Share 84.59811226304916 ###### count 65.5 ###### ECE ###### size 34 ###### gpa 3.7346193271517083 ###### top Share 86.80502962000203 ###### count 73.5 ## instructor Trends ```json [ { "uid": "instructor_38edc69039c8c5387d9c7c31", "name": "JOHN GUBNER", "count": 119, "terms": [ { "term": "1072", "count": 5, "sections": 1, "gpa": 3.4 }, { "term": "1092", "count": 24, "sections": 1, "gpa": 3.0625 }, { "term": "1102", "count": 14, "sections": 1, "gpa": 3.357142857142857 }, { "term": "1112", "count": 19, "sections": 1, "gpa": 3.1578947368421053 }, { "term": "1122", "count": 14, "sections": 1, "gpa": 3.4642857142857144 }, { "term": "1144", "count": 17, "sections": 1, "gpa": 3.4411764705882355 }, { "term": "1174", "count": 13, "sections": 1, "gpa": 3.6923076923076925 }, { "term": "1184", "count": 8, "sections": 1, "gpa": 3.5 }, { "term": "1204", "count": 5, "sections": 1, "gpa": 3.5 } ] } ] ``` ## following None recorded.