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Nevertheless, it is totally worth the effort. \",\"course_id\":\"COMPSCI 744\",\"date\":\"2023-02-04 08:26:42 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a15fae0a0d14a51cd0bbc2cc\",\"instructor_id\":\"rmp:2423043\",\"instructor_name\":\"Shivaram Venkataraman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3NDA2ODQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423043\"}],\"evidence_count\":2,\"review_ids\":[\"c2662e12c29f42e97da867af\",\"a15fae0a0d14a51cd0bbc2cc\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2423043\",\"name\":\"Shivaram Venkataraman\"}],\"review_year_end\":\"2023\",\"review_year_start\":\"2021\"},\"sentiment\":\"positive\",\"summary\":\"The course structure is described as phenomenal, with well-rounded paper selections and engaging, interactive classes.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Professor Shivaram is one of the best CS professors I had. The way he structures his course is phenomenal. The classes are very interactive and very engaging. It is a bit heavy course, considering the paper reading each week, projects, assignments, and exams. Nevertheless, it is totally worth the effort. \",\"course_id\":\"COMPSCI 744\",\"date\":\"2023-02-04 08:26:42 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"a15fae0a0d14a51cd0bbc2cc\",\"instructor_id\":\"rmp:2423043\",\"instructor_name\":\"Shivaram Venkataraman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM3NDA2ODQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423043\"},{\"comment\":\"Shivaram extracts the core concepts behind each paper discussed and creates an inclusive atmosphere. You read two 15-20 page papers each week (which can be a lot), one for each lecture. Final project relates to one of the areas covered during the class and is not too bad. Difficulty appropriate for grad student, possibly much for undergrad.\",\"course_id\":\"COMPSCI 744\",\"date\":\"2024-05-21 20:54:14 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"7e008c2764bab16b1a4d6a40\",\"instructor_id\":\"rmp:2423043\",\"instructor_name\":\"Shivaram Venkataraman\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM5NTAzODQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423043\"}],\"evidence_count\":2,\"review_ids\":[\"a15fae0a0d14a51cd0bbc2cc\",\"7e008c2764bab16b1a4d6a40\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2423043\",\"name\":\"Shivaram Venkataraman\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2023\"},\"sentiment\":\"mixed\",\"summary\":\"The course is considered heavy due to the volume of paper reading, projects, and assignments, but students feel it is worth the effort.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_8c0399ef1c8361bc30a76c02","course_id":"COMPSCI 744","catalog_version_id":"7ed275cddbe4dcd265bbbfee21ab946762eb62be6a2aec0459b2877d7751edfd","record_version_id":"21c269ca6f1be88981f4fe6a353253be3165722b2e4435d0b21cea055beb5be9","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"520da3dd56f7b5853e33e5e8fb1b420e6c6ed700dc80d18549b0369f4f39d05b","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"1529513d61681bc4d5aed60c8924752d396f823dd44a6d99d5261b49f6118315\",\"course_id\":\"COMPSCI 744\",\"current_instructors\":[],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Shivaram Venkataraman\",\"review_date\":\"2023-02-04 08:26:42 +0000 UTC\",\"review_id\":\"a15fae0a0d14a51cd0bbc2cc\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2423043\",\"source_review_id\":\"UmF0aW5nLTM3NDA2ODQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423043\",\"type\":\"review\"},{\"instructor_name\":\"Shivaram Venkataraman\",\"review_date\":\"2024-05-21 20:54:14 +0000 UTC\",\"review_id\":\"7e008c2764bab16b1a4d6a40\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2423043\",\"source_review_id\":\"UmF0aW5nLTM5NTAzODQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423043\",\"type\":\"review\"}],\"text\":\"Historical reviews of Shivaram Venkataraman: The course is heavy, requiring two 15-20 page paper readings per week alongside projects, assignments, and exams, making it appropriate for graduate students but potentially difficult for undergraduates.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Shivaram Venkataraman\",\"review_date\":\"2019-11-05 05:23:45 +0000 UTC\",\"review_id\":\"c87d904a3cc77e6490ee07dc\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2423043\",\"source_review_id\":\"UmF0aW5nLTMyMzU4OTMy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423043\",\"type\":\"review\"},{\"instructor_name\":\"Shivaram Venkataraman\",\"review_date\":\"2021-12-29 22:04:03 +0000 UTC\",\"review_id\":\"c2662e12c29f42e97da867af\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2423043\",\"source_review_id\":\"UmF0aW5nLTM1Njc0MTU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423043\",\"type\":\"review\"},{\"instructor_name\":\"Shivaram Venkataraman\",\"review_date\":\"2023-02-04 08:26:42 +0000 UTC\",\"review_id\":\"a15fae0a0d14a51cd0bbc2cc\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2423043\",\"source_review_id\":\"UmF0aW5nLTM3NDA2ODQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423043\",\"type\":\"review\"},{\"instructor_name\":\"Shivaram Venkataraman\",\"review_date\":\"2024-05-21 20:54:14 +0000 UTC\",\"review_id\":\"7e008c2764bab16b1a4d6a40\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2423043\",\"source_review_id\":\"UmF0aW5nLTM5NTAzODQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423043\",\"type\":\"review\"},{\"instructor_name\":\"Shivaram Venkataraman\",\"review_date\":\"2025-02-15 05:25:36 +0000 UTC\",\"review_id\":\"8ca6ddf8e3ce24e53bdcc42f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2423043\",\"source_review_id\":\"UmF0aW5nLTQwNjc0NTkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423043\",\"type\":\"review\"}],\"text\":\"Historical reviews of Shivaram Venkataraman: Shivaram Venkataraman is consistently praised for his clarity, engaging lectures, and inclusive atmosphere. Reviewers highlight his ability to extract core concepts from papers and structure the course phenomenally. He is described as smart, down-to-earth, and one of the best CS professors.\"}],\"message\":null,\"offered\":false,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Shivaram Venkataraman\",\"review_date\":\"2019-11-05 05:23:45 +0000 UTC\",\"review_id\":\"c87d904a3cc77e6490ee07dc\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2423043\",\"source_review_id\":\"UmF0aW5nLTMyMzU4OTMy\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423043\",\"type\":\"review\"},{\"instructor_name\":\"Shivaram Venkataraman\",\"review_date\":\"2021-12-29 22:04:03 +0000 UTC\",\"review_id\":\"c2662e12c29f42e97da867af\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2423043\",\"source_review_id\":\"UmF0aW5nLTM1Njc0MTU1\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423043\",\"type\":\"review\"},{\"instructor_name\":\"Shivaram Venkataraman\",\"review_date\":\"2023-02-04 08:26:42 +0000 UTC\",\"review_id\":\"a15fae0a0d14a51cd0bbc2cc\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2423043\",\"source_review_id\":\"UmF0aW5nLTM3NDA2ODQ3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423043\",\"type\":\"review\"}],\"text\":\"Historical reviews of Shivaram Venkataraman: Shivaram Venkataraman is highly recommended for his smart, clear, and engaging lectures, with students finding the course structure phenomenal and the open-ended exams fun.\"},{\"citations\":[{\"course_id\":\"COMPSCI 744\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"54750cd9-011d-3d37-988d-27f7ef1152cb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 744\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"54750cd9-011d-3d37-988d-27f7ef1152cb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 744\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"54750cd9-011d-3d37-988d-27f7ef1152cb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2022: 3.96 GPA, 98.8% A/AB (n=85 letter grades); Spring 2024: 3.85 GPA, 90.0% A/AB (n=90 letter grades); Spring 2025: 3.80 GPA, 91.5% A/AB (n=71 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Shivaram Venkataraman\",\"review_date\":\"2024-05-21 20:54:14 +0000 UTC\",\"review_id\":\"7e008c2764bab16b1a4d6a40\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2423043\",\"source_review_id\":\"UmF0aW5nLTM5NTAzODQ2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423043\",\"type\":\"review\"},{\"instructor_name\":\"Shivaram Venkataraman\",\"review_date\":\"2025-02-15 05:25:36 +0000 UTC\",\"review_id\":\"8ca6ddf8e3ce24e53bdcc42f\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2423043\",\"source_review_id\":\"UmF0aW5nLTQwNjc0NTkx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2423043\",\"type\":\"review\"}],\"text\":\"Historical reviews of Shivaram Venkataraman: Students appreciate the inclusive atmosphere and the professor's ability to extract core concepts from papers, though the weekly reading load is noted as substantial.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"COMPSCI 744\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"54750cd9-011d-3d37-988d-27f7ef1152cb\",\"source_record\":{\"entity_id\":\"54750cd9-011d-3d37-988d-27f7ef1152cb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 744\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"54750cd9-011d-3d37-988d-27f7ef1152cb\",\"source_record\":{\"entity_id\":\"54750cd9-011d-3d37-988d-27f7ef1152cb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1202\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 744\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"54750cd9-011d-3d37-988d-27f7ef1152cb\",\"source_record\":{\"entity_id\":\"54750cd9-011d-3d37-988d-27f7ef1152cb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 744\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"54750cd9-011d-3d37-988d-27f7ef1152cb\",\"source_record\":{\"entity_id\":\"54750cd9-011d-3d37-988d-27f7ef1152cb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 744\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"54750cd9-011d-3d37-988d-27f7ef1152cb\",\"source_record\":{\"entity_id\":\"54750cd9-011d-3d37-988d-27f7ef1152cb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 744\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"54750cd9-011d-3d37-988d-27f7ef1152cb\",\"source_record\":{\"entity_id\":\"54750cd9-011d-3d37-988d-27f7ef1152cb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"},{\"course_id\":\"COMPSCI 744\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"54750cd9-011d-3d37-988d-27f7ef1152cb\",\"source_record\":{\"entity_id\":\"54750cd9-011d-3d37-988d-27f7ef1152cb\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"}],\"text\":\"SHIVARAM VENKATARAMAN is recorded teaching in Fall 2018, Fall 2019, Fall 2020, Fall 2021, Fall 2022, Spring 2024, Spring 2025. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true}]