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Workload includes challenging homeworks and a stressful final exam that varies in difficulty, with grading often relying on participation or bonus points."}],"errors":[],"historical_context":[],"message":null,"offered":true,"profile_hash":"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1","quick_take":[{"citations":[{"instructor_name":"Sandeep  Silwal","review_date":"2025-04-08 22:56:44 +0000 UTC","review_id":"2712cb9bf27359b8a7de57aa","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:3060917","source_review_id":"UmF0aW5nLTQwODk3Njk1","source_url":"https://www.ratemyprofessors.com/professor/3060917","type":"review"},{"instructor_name":"Sandeep  Silwal","review_date":"2025-05-20 13:55:10 +0000 UTC","review_id":"769cdad4bc1a3b72d0934fe7","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:3060917","source_review_id":"UmF0aW5nLTQxMzI5NDUw","source_url":"https://www.ratemyprofessors.com/professor/3060917","type":"review"},{"instructor_name":"Sandeep  Silwal","review_date":"2025-12-19 05:30:46 +0000 UTC","review_id":"3115cbeb38dc361f80f7e095","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:3060917","source_review_id":"UmF0aW5nLTQyMzQzNDAz","source_url":"https://www.ratemyprofessors.com/professor/3060917","type":"review"},{"instructor_name":"Marc Renault","review_date":"2021-04-20 07:21:22 +0000 UTC","review_id":"04484496df336414e4522aac","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2316450","source_review_id":"UmF0aW5nLTM0NTgwMTk5","source_url":"https://www.ratemyprofessors.com/professor/2316450","type":"review"},{"instructor_name":"Marc Renault","review_date":"2023-05-24 21:45:00 +0000 UTC","review_id":"8ad39aab62b0d89f6e812ad8","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2316450","source_review_id":"UmF0aW5nLTM3OTg1NTc4","source_url":"https://www.ratemyprofessors.com/professor/2316450","type":"review"},{"instructor_name":"Marc Renault","review_date":"2022-11-23 02:31:00 +0000 UTC","review_id":"aab2175126a34e4e818b4ac3","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2316450","source_review_id":"UmF0aW5nLTM2ODgzOTYw","source_url":"https://www.ratemyprofessors.com/professor/2316450","type":"review"},{"instructor_name":"Marc Renault","review_date":"2024-04-23 22:22:06 +0000 UTC","review_id":"8f5d88321bf3ba2af2b454fb","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2316450","source_review_id":"UmF0aW5nLTM5MTQ2MDQy","source_url":"https://www.ratemyprofessors.com/professor/2316450","type":"review"}],"text":"Sandeep Silwal is praised for engaging lectures and clear explanations, though the course remains difficult. Marc Renault receives mixed reviews, with some finding him kind and structured, while others criticize his rushed lectures and poor teaching style."},{"citations":[{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1254","type":"grade"},{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1262","type":"grade"},{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1264","type":"grade"}],"text":"Recent recorded grades — Spring 2025: 3.06 GPA, 52.4% A/AB (n=483 letter grades); Fall 2025: 3.04 GPA, 45.2% A/AB (n=438 letter grades); Spring 2026: 2.82 GPA, 39.9% A/AB (n=501 letter grades)."}],"student_experience":[{"citations":[{"instructor_name":"Marc Renault","review_date":"2022-11-23 02:31:00 +0000 UTC","review_id":"aab2175126a34e4e818b4ac3","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2316450","source_review_id":"UmF0aW5nLTM2ODgzOTYw","source_url":"https://www.ratemyprofessors.com/professor/2316450","type":"review"},{"instructor_name":"Marc Renault","review_date":"2024-04-23 22:22:06 +0000 UTC","review_id":"8f5d88321bf3ba2af2b454fb","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2316450","source_review_id":"UmF0aW5nLTM5MTQ2MDQy","source_url":"https://www.ratemyprofessors.com/professor/2316450","type":"review"},{"instructor_name":"Marc Renault","review_date":"2025-10-20 23:26:55 +0000 UTC","review_id":"0ee7d5df38a41b0bd93bd54b","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:2316450","source_review_id":"UmF0aW5nLTQxNzM2MDAw","source_url":"https://www.ratemyprofessors.com/professor/2316450","type":"review"},{"instructor_name":"Sandeep  Silwal","review_date":"2025-05-20 13:55:10 +0000 UTC","review_id":"769cdad4bc1a3b72d0934fe7","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:3060917","source_review_id":"UmF0aW5nLTQxMzI5NDUw","source_url":"https://www.ratemyprofessors.com/professor/3060917","type":"review"},{"instructor_name":"Sandeep  Silwal","review_date":"2025-08-15 16:54:05 +0000 UTC","review_id":"a2659169bc2386560da05175","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:3060917","source_review_id":"UmF0aW5nLTQxNTc2MDE4","source_url":"https://www.ratemyprofessors.com/professor/3060917","type":"review"},{"instructor_name":"Sandeep  Silwal","review_date":"2025-11-20 19:40:39 +0000 UTC","review_id":"ec1cd281a5bb74e24b0db953","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:3060917","source_review_id":"UmF0aW5nLTQxOTE3Mjcw","source_url":"https://www.ratemyprofessors.com/professor/3060917","type":"review"}],"text":"Marc Renault's lectures are criticized for being rushed and reading off slides, forcing reliance on external resources. Silwal's board work and online responsiveness are valued, though some find his explanations confusing or his time management poor."}],"task_hash":"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68","teaching_history":[{"citations":[{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":3,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1204","type":"grade"}],"text":"ALEXANDER BROOKS is recorded teaching in Spring 2020. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1192","type":"grade"},{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1204","type":"grade"}],"text":"CHRISTOS TZAMOS is recorded teaching in Fall 2018, Spring 2020. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1074","type":"grade"},{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1074","type":"grade"},{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1084","type":"grade"},{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1094","type":"grade"},{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1102","type":"grade"},{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1114","type":"grade"},{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1124","type":"grade"},{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1134","type":"grade"},{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1144","type":"grade"},{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1144","type":"grade"},{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1154","type":"grade"}],"text":"DEBORAH JOSEPH is recorded teaching in Spring 2007, Spring 2008, Spring 2009, Fall 2009, Spring 2011, Spring 2012, Spring 2013, Spring 2014, Spring 2015. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1092","type":"grade"},{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1142","type":"grade"},{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1154","type":"grade"},{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1164","type":"grade"},{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1172","type":"grade"},{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1202","type":"grade"},{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1222","type":"grade"},{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":3,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1242","type":"grade"}],"text":"ERIC BACH is recorded teaching in Fall 2008, Fall 2013, Spring 2015, Spring 2016, Fall 2016, Fall 2019, Fall 2021, Fall 2023. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1204","type":"grade"}],"text":"JEREMY MCMAHAN is recorded teaching in Spring 2020. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1122","type":"grade"},{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1122","type":"grade"},{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1182","type":"grade"},{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1212","type":"grade"},{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1224","type":"grade"}],"text":"JIN-YI CAI is recorded teaching in Fall 2011, Fall 2017, Fall 2020, Spring 2022. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":4,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1252","type":"grade"},{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":3,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1264","type":"grade"}],"text":"MANOLIS VLATAKIS is recorded teaching in Fall 2024, Spring 2026. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":3,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1204","type":"grade"},{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1222","type":"grade"},{"course_id":"COMPSCI 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Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":3,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1252","type":"grade"},{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1262","type":"grade"}],"text":"SANDEEP SILWAL is recorded teaching in Fall 2024, Fall 2025. Recorded history may be incomplete and does not establish a future schedule."},{"citations":[{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1072","type":"grade"},{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1104","type":"grade"},{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1112","type":"grade"},{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1124","type":"grade"},{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1132","type":"grade"},{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1152","type":"grade"},{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":2,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1164","type":"grade"},{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1174","type":"grade"},{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1184","type":"grade"},{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1192","type":"grade"},{"course_id":"COMPSCI 577","run_id":"20260907T155543-ce3781c4","section_number":1,"source_course_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","source_record":{"entity_id":"1f36cc02-0eee-3fcf-be09-1ad17aecf83c","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"section_grades_latest","term_id":"1204","type":"grade"}],"text":"SHUCHI CHAWLA is recorded teaching in Fall 2006, Spring 2010, Fall 2010, Spring 2012, Fall 2012, Fall 2014, Spring 2016, Spring 2017, Spring 2018, Fall 2018, Spring 2020. Recorded history may be incomplete and does not establish a future schedule."}],"term_id":"1272","term_name":"2026 Fall","version":2},"requirements":{"nodes":[{"children":["n1","n2","n3"],"condition":null,"course":null,"evidence":"(MATH/COMP SCI 240orSTAT/COMP SCI/MATH 475) and (COMP SCI 367 or400), or graduate/professional standing, or declared in the Capstone Certificate in Computer Sciences for Professionals","id":"n0","kind":"any"},{"children":["n4","n5"],"condition":null,"course":null,"evidence":"(MATH/COMP SCI 240orSTAT/COMP SCI/MATH 475) and (COMP SCI 367 or400)","id":"n1","kind":"all"},{"children":["n6","n7"],"condition":null,"course":null,"evidence":"COMP SCI 367 or400","id":"n2","kind":"any"},{"children":[],"condition":"graduate/professional standing","course":null,"evidence":"graduate/professional standing","id":"n3","kind":"condition"},{"children":[],"condition":"declared in the Capstone Certificate in Computer Sciences for Professionals","course":null,"evidence":"declared in the Capstone Certificate in Computer Sciences for Professionals","id":"n4","kind":"condition"},{"children":["n8","n9"],"condition":null,"course":null,"evidence":"MATH/COMP SCI 240orSTAT/COMP SCI/MATH 475","id":"n5","kind":"any"},{"children":[],"condition":"COMP SCI 367","course":null,"evidence":"COMP SCI 367","id":"n6","kind":"condition"},{"children":[],"condition":null,"course":{"course_number":400,"minimum_grade":null,"subjects":["COMPSCI"],"timing":"prior"},"evidence":"400","id":"n7","kind":"course"},{"children":[],"condition":null,"course":{"course_number":240,"minimum_grade":null,"subjects":["COMPSCI","MATH"],"timing":"prior"},"evidence":"MATH/COMP SCI 240","id":"n8","kind":"course"},{"children":[],"condition":null,"course":{"course_number":475,"minimum_grade":null,"subjects":["COMPSCI","MATH","STAT"],"timing":"prior"},"evidence":"STAT/COMP SCI/MATH 475","id":"n9","kind":"course"}],"notes":["COMPSCI 367 is mentioned in requirements_text but not found in linked_courses or lookup results. It is treated as a verbatim condition requiring review.","The phrase 'MATH/COMP SCI 240orSTAT/COMP SCI/MATH 475' is parsed as an OR between two course references.","The phrase 'COMP SCI 367 or400' is parsed as an OR between a condition and a course.","The main structure is (Prereq A and Prereq B) or Standing or Certificate."],"root":"n0","status":"needs_review"},"instructors":[{"instructor_uid":"instructor_5b07ff954db288ff1052dd87","source":"enrollment","source_instructor_id":"mrenault","identity_basis":"netid","identity_status":"source_identified","name":"Marc Renault","email":"MRENAULT@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":168,"quality":2.33,"difficulty":4.2,"quality_count":168,"difficulty_count":168,"profile_id":"rmp:2316450","source_url":"https://www.ratemyprofessors.com/professor/2316450","match_basis":"exact_name","observed_at":"2026-09-07 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