# VIKAS SINGH — Courses & Reviews | UW–Madison [View on UW Courses](https://uwcourses.com/instructors/VIKAS_SINGH--instructor_825bcc9ce2c98f4ab1c29579) ## Dataset ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ### repository twangodev/uwcourses ### schema version 6 ### importer version 7 ### projection id 85abe9ff8837c2c5a134368dcc4cfc85eb723524b21ddeb3d2e953887d2f0c8f ### observed at 2026-09-07T15:55:43.033547+00:00 ### built at 2026-09-11T07:45:51.576183+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 | ## instructor ### instructor uid instructor\_825bcc9ce2c98f4ab1c29579 ### source madgrades ### source instructor id 4427428 ### identity basis source\_id ### identity status source\_identified ### name VIKAS SINGH ### 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 12 #### quality 3.58 #### difficulty 3.83 #### quality count 12 #### difficulty count 12 #### profile id rmp:1446267 #### source url #### match basis exact\_name #### observed at 2026-09-07 16:00:01.465084+00:00 #### courses ##### course e0f984e8747ee9ccaba16d75 ###### review count 9 ###### quality 3.56 ###### difficulty 3.78 ###### quality count 9 ###### difficulty count 9 ##### course 821f9bd2b5a7758dd5db1e18 ###### review count 1 ###### quality 2 ###### difficulty 5 ###### quality count 1 ###### difficulty count 1 #### bayesian quality 3.6298036147166224 #### prior mean 3.6596857835465957 #### prior weight 20 ### grade statistics #### gpa 3.467 #### graded 284 #### counts * 130 * 85 * 39 * 12 * 7 * 6 * 5 #### sections 146 ### current false ### courses None recorded. ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ### instructor url /instructors/VIKAS\_SINGH--instructor\_825bcc9ce2c98f4ab1c29579 ## history | term | course\_uid | course\_id | title | | ---- | -------------------------------- | --------------- | ------------------------------------------------ | | 1264 | course\_bda8c666fc0612e1cc878662 | BMI 899 | PRE-DISSERTATOR RESEARCH | | 1264 | course\_4f76557c577fea730a567984 | BMI/COMPSCI 767 | COMPUTATIONAL METHODS FOR MEDICAL IMAGE ANALYSIS | | 1264 | course\_9d6a2127ca0ecacfc4832696 | COMPSCI 699 | DIRECTED STUDY | | 1264 | course\_9430df00f7270c292c1efdd3 | COMPSCI 799 | MASTER'S RESEARCH | | 1264 | course\_059395ab1bb5e9c017244fe2 | COMPSCI 899 | PRE-DISSERTATOR RESEARCH | | 1262 | course\_bda8c666fc0612e1cc878662 | BMI 899 | PRE-DISSERTATOR RESEARCH | | 1262 | course\_9d6a2127ca0ecacfc4832696 | COMPSCI 699 | DIRECTED STUDY | | 1262 | course\_9430df00f7270c292c1efdd3 | COMPSCI 799 | MASTER'S RESEARCH | | 1262 | course\_41ec49f5d21356e650473254 | COMPSCI 990 | DISSERTATION | | 1254 | course\_547d6d29227ed3c83b22ac06 | BMI 738 | ETHICS FOR DATA SCIENTISTS | | 1254 | course\_bda8c666fc0612e1cc878662 | BMI 899 | PRE-DISSERTATOR RESEARCH | | 1254 | course\_9d6a2127ca0ecacfc4832696 | COMPSCI 699 | DIRECTED STUDY | | 1254 | course\_9430df00f7270c292c1efdd3 | COMPSCI 799 | MASTER'S RESEARCH | | 1254 | course\_059395ab1bb5e9c017244fe2 | COMPSCI 899 | PRE-DISSERTATOR RESEARCH | | 1254 | course\_41ec49f5d21356e650473254 | COMPSCI 990 | DISSERTATION | | 1252 | course\_bda8c666fc0612e1cc878662 | BMI 899 | PRE-DISSERTATOR RESEARCH | | 1252 | course\_9d6a2127ca0ecacfc4832696 | COMPSCI 699 | DIRECTED STUDY | | 1252 | course\_9430df00f7270c292c1efdd3 | COMPSCI 799 | MASTER'S RESEARCH | | 1252 | course\_41ec49f5d21356e650473254 | COMPSCI 990 | DISSERTATION | | 1244 | course\_547d6d29227ed3c83b22ac06 | BMI 738 | ETHICS FOR DATA SCIENTISTS | | 1244 | course\_bda8c666fc0612e1cc878662 | BMI 899 | PRE-DISSERTATOR RESEARCH | | 1244 | course\_9d6a2127ca0ecacfc4832696 | COMPSCI 699 | DIRECTED STUDY | | 1244 | course\_9430df00f7270c292c1efdd3 | COMPSCI 799 | MASTER'S RESEARCH | | 1244 | course\_41ec49f5d21356e650473254 | COMPSCI 990 | DISSERTATION | | 1242 | course\_9d6a2127ca0ecacfc4832696 | COMPSCI 699 | DIRECTED STUDY | | 1242 | course\_9430df00f7270c292c1efdd3 | COMPSCI 799 | MASTER'S RESEARCH | | 1242 | course\_059395ab1bb5e9c017244fe2 | COMPSCI 899 | PRE-DISSERTATOR RESEARCH | | 1242 | course\_41ec49f5d21356e650473254 | COMPSCI 990 | DISSERTATION | | 1234 | course\_eb788a1a447090e5200029a3 | BMI 699 | INDEPENDENT STUDY | | 1234 | course\_c6dfbe9cf56342efce61344b | BMI 990 | DISSERTATOR RESEARCH | | 1234 | course\_9d6a2127ca0ecacfc4832696 | COMPSCI 699 | DIRECTED STUDY | | 1234 | course\_9430df00f7270c292c1efdd3 | COMPSCI 799 | MASTER'S RESEARCH | | 1234 | course\_059395ab1bb5e9c017244fe2 | COMPSCI 899 | PRE-DISSERTATOR RESEARCH | | 1234 | course\_41ec49f5d21356e650473254 | COMPSCI 990 | DISSERTATION | | 1232 | course\_c6dfbe9cf56342efce61344b | BMI 990 | DISSERTATOR RESEARCH | | 1232 | course\_86eb54f8ad457aac7590daa7 | BMI/COMPSCI 567 | BIOMEDICAL IMAGE ANALYSIS | | 1232 | course\_6df6c8e6318f10aeab318e00 | COMPSCI 702 | GRADUATE COOPERATIVE EDUCATION | | 1232 | course\_9430df00f7270c292c1efdd3 | COMPSCI 799 | MASTER'S RESEARCH | | 1232 | course\_059395ab1bb5e9c017244fe2 | COMPSCI 899 | PRE-DISSERTATOR RESEARCH | | 1232 | course\_41ec49f5d21356e650473254 | COMPSCI 990 | DISSERTATION | | 1224 | course\_eb788a1a447090e5200029a3 | BMI 699 | INDEPENDENT STUDY | | 1224 | course\_bda8c666fc0612e1cc878662 | BMI 899 | PRE-DISSERTATOR RESEARCH | | 1224 | course\_9430df00f7270c292c1efdd3 | COMPSCI 799 | MASTER'S RESEARCH | | 1224 | course\_059395ab1bb5e9c017244fe2 | COMPSCI 899 | PRE-DISSERTATOR RESEARCH | | 1224 | course\_41ec49f5d21356e650473254 | COMPSCI 990 | DISSERTATION | | 1222 | course\_bda8c666fc0612e1cc878662 | BMI 899 | PRE-DISSERTATOR RESEARCH | | 1222 | course\_86eb54f8ad457aac7590daa7 | BMI/COMPSCI 567 | BIOMEDICAL IMAGE ANALYSIS | | 1222 | course\_6df6c8e6318f10aeab318e00 | COMPSCI 702 | GRADUATE COOPERATIVE EDUCATION | | 1222 | course\_9430df00f7270c292c1efdd3 | COMPSCI 799 | MASTER'S RESEARCH | | 1222 | course\_059395ab1bb5e9c017244fe2 | COMPSCI 899 | PRE-DISSERTATOR RESEARCH | | 1212 | course\_eb788a1a447090e5200029a3 | BMI 699 | INDEPENDENT STUDY | | 1212 | course\_bda8c666fc0612e1cc878662 | BMI 899 | PRE-DISSERTATOR RESEARCH | | 1212 | course\_a495c0d9f6ed226e1fc144ee | COMPSCI 681 | SENIOR HONORS THESIS | | 1212 | course\_9430df00f7270c292c1efdd3 | COMPSCI 799 | MASTER'S RESEARCH | | 1212 | course\_059395ab1bb5e9c017244fe2 | COMPSCI 899 | PRE-DISSERTATOR RESEARCH | | 1204 | course\_eb788a1a447090e5200029a3 | BMI 699 | INDEPENDENT STUDY | | 1204 | course\_9430df00f7270c292c1efdd3 | COMPSCI 799 | MASTER'S RESEARCH | | 1202 | course\_eb788a1a447090e5200029a3 | BMI 699 | INDEPENDENT STUDY | | 1202 | course\_bda8c666fc0612e1cc878662 | BMI 899 | PRE-DISSERTATOR RESEARCH | | 1202 | course\_cf2713cdfa735f076079251d | COMPSCI 682 | SENIOR HONORS THESIS | | 1202 | course\_9d6a2127ca0ecacfc4832696 | COMPSCI 699 | DIRECTED STUDY | | 1202 | course\_9430df00f7270c292c1efdd3 | COMPSCI 799 | MASTER'S RESEARCH | | 1202 | course\_41ec49f5d21356e650473254 | COMPSCI 990 | DISSERTATION | | 1194 | course\_a495c0d9f6ed226e1fc144ee | COMPSCI 681 | SENIOR HONORS THESIS | | 1194 | course\_cf2713cdfa735f076079251d | COMPSCI 682 | SENIOR HONORS THESIS | | 1194 | course\_9430df00f7270c292c1efdd3 | COMPSCI 799 | MASTER'S RESEARCH | | 1194 | course\_41ec49f5d21356e650473254 | COMPSCI 990 | DISSERTATION | | 1192 | course\_a495c0d9f6ed226e1fc144ee | COMPSCI 681 | SENIOR HONORS THESIS | | 1192 | course\_9d6a2127ca0ecacfc4832696 | COMPSCI 699 | DIRECTED STUDY | | 1192 | course\_9430df00f7270c292c1efdd3 | COMPSCI 799 | MASTER'S RESEARCH | | 1192 | course\_059395ab1bb5e9c017244fe2 | COMPSCI 899 | PRE-DISSERTATOR RESEARCH | | 1184 | course\_bda8c666fc0612e1cc878662 | BMI 899 | PRE-DISSERTATOR RESEARCH | | 1184 | course\_cf2713cdfa735f076079251d | COMPSCI 682 | SENIOR HONORS THESIS | | 1184 | course\_9d6a2127ca0ecacfc4832696 | COMPSCI 699 | DIRECTED STUDY | | 1184 | course\_9430df00f7270c292c1efdd3 | COMPSCI 799 | MASTER'S RESEARCH | | 1184 | course\_059395ab1bb5e9c017244fe2 | COMPSCI 899 | PRE-DISSERTATOR RESEARCH | | 1184 | course\_41ec49f5d21356e650473254 | COMPSCI 990 | DISSERTATION | | 1184 | course\_f84cce115065221669df98da | COMPSCI 999 | DISSERTATOR RESEARCH | | 1182 | course\_9d6a2127ca0ecacfc4832696 | COMPSCI 699 | DIRECTED STUDY | | 1182 | course\_9430df00f7270c292c1efdd3 | COMPSCI 799 | MASTER'S RESEARCH | | 1182 | course\_059395ab1bb5e9c017244fe2 | COMPSCI 899 | PRE-DISSERTATOR RESEARCH | | 1182 | course\_41ec49f5d21356e650473254 | COMPSCI 990 | DISSERTATION | | 1174 | course\_9430df00f7270c292c1efdd3 | COMPSCI 799 | MASTER'S RESEARCH | | 1174 | course\_059395ab1bb5e9c017244fe2 | COMPSCI 899 | PRE-DISSERTATOR RESEARCH | | 1174 | course\_41ec49f5d21356e650473254 | COMPSCI 990 | DISSERTATION | | 1172 | course\_4f76557c577fea730a567984 | BMI/COMPSCI 767 | COMPUTATIONAL METHODS FOR MEDICAL IMAGE ANALYSIS | | 1172 | course\_cf2713cdfa735f076079251d | COMPSCI 682 | SENIOR HONORS THESIS | | 1172 | course\_9430df00f7270c292c1efdd3 | COMPSCI 799 | MASTER'S RESEARCH | | 1172 | course\_059395ab1bb5e9c017244fe2 | COMPSCI 899 | PRE-DISSERTATOR RESEARCH | | 1172 | course\_41ec49f5d21356e650473254 | COMPSCI 990 | DISSERTATION | | 1164 | course\_a495c0d9f6ed226e1fc144ee | COMPSCI 681 | SENIOR HONORS THESIS | | 1164 | course\_cf2713cdfa735f076079251d | COMPSCI 682 | SENIOR HONORS THESIS | | 1164 | course\_f71b15e0cc44524b7ec290df | COMPSCI 790 | MASTER'S THESIS | | 1164 | course\_9430df00f7270c292c1efdd3 | COMPSCI 799 | MASTER'S RESEARCH | | 1164 | course\_059395ab1bb5e9c017244fe2 | COMPSCI 899 | PRE-DISSERTATOR RESEARCH | | 1164 | course\_41ec49f5d21356e650473254 | COMPSCI 990 | DISSERTATION | | 1162 | course\_4f76557c577fea730a567984 | BMI/COMPSCI 767 | COMPUTATIONAL METHODS FOR MEDICAL IMAGE ANALYSIS | | 1162 | course\_a495c0d9f6ed226e1fc144ee | COMPSCI 681 | SENIOR HONORS THESIS | | 1162 | course\_9d6a2127ca0ecacfc4832696 | COMPSCI 699 | DIRECTED STUDY | | 1162 | course\_f71b15e0cc44524b7ec290df | COMPSCI 790 | MASTER'S THESIS | ## timeline | term | courses | | ---- | ------- | | 1084 | 1 | | 1092 | 2 | | 1094 | 2 | | 1102 | 3 | | 1104 | 4 | | 1112 | 3 | | 1114 | 3 | | 1122 | 3 | | 1124 | 3 | | 1132 | 3 | | 1134 | 3 | | 1142 | 2 | | 1144 | 4 | | 1152 | 2 | | 1154 | 5 | | 1162 | 7 | | 1164 | 6 | | 1172 | 5 | | 1174 | 3 | | 1182 | 4 | | 1184 | 7 | | 1192 | 4 | | 1194 | 4 | | 1202 | 6 | | 1204 | 2 | | 1212 | 5 | | 1222 | 5 | | 1224 | 5 | | 1232 | 6 | | 1234 | 6 | | 1242 | 4 | | 1244 | 5 | | 1252 | 4 | | 1254 | 6 | | 1262 | 4 | | 1264 | 5 | ## term 1272 ## courses None recorded. ## reviews ### items ```json [ { "observed_at": "2026-09-07 16:00:01.465084+00:00", "run_id": "20260907T155543-ce3781c4", "source_review_id": "UmF0aW5nLTM5ODc4NjI0", "source_instructor_id": "rmp:1446267", "instructor_name": "Vikas Singh", "course_label": "CS540", "course_id": "COMPSCI 540", "course_uid": "course_e0f984e8747ee9ccaba16d75", "review_date": "2024-10-31 20:17:39 +0000 UTC", "comment": "Unable to explain anything", "source_url": "https://www.ratemyprofessors.com/professor/1446267", "quality_rating": 1, "difficulty_rating": 1 }, { "observed_at": "2026-09-07 16:00:01.465084+00:00", "run_id": "20260907T155543-ce3781c4", "source_review_id": "UmF0aW5nLTI0ODU0ODk0", "source_instructor_id": "rmp:1446267", "instructor_name": "Vikas Singh", "course_label": "766", "course_id": null, "course_uid": null, "review_date": "2015-05-18 00:22:06 +0000 UTC", "comment": "I took this class the semester I was leaving with a masters. really enjoyed it and learned a great deal. more than any other class in my two years there. it almost made me want to do research in AI and computer vision. if you are average at math, skip this class. there are three big homeworks and paper reviews each week. plus a research project. ", "source_url": "https://www.ratemyprofessors.com/professor/1446267", "quality_rating": 5, "difficulty_rating": 4 }, { "observed_at": "2026-09-07 16:00:01.465084+00:00", "run_id": "20260907T155543-ce3781c4", "source_review_id": "UmF0aW5nLTIzMDEzMzM5", "source_instructor_id": "rmp:1446267", "instructor_name": "Vikas Singh", "course_label": "CS760", "course_id": "COMPSCI/ECE 760", "course_uid": "course_821f9bd2b5a7758dd5db1e18", "review_date": "2014-04-09 15:51:27 +0000 UTC", "comment": "Enthusiastic teacher but unhelpful outside of class (he talks but it's never useful or direct), rambles on during class and doesn't take into account the workload of students from other classes (assigns endless number of difficult homeworks). I would not take any course with him, just wait until another professor is teaching them.", "source_url": "https://www.ratemyprofessors.com/professor/1446267", "quality_rating": 2, "difficulty_rating": 5 }, { "observed_at": "2026-09-07 16:00:01.465084+00:00", "run_id": "20260907T155543-ce3781c4", "source_review_id": "UmF0aW5nLTIwODYzOTA1", "source_instructor_id": "rmp:1446267", "instructor_name": "Vikas Singh", "course_label": "CSA", "course_id": null, "course_uid": null, "review_date": "2012-11-19 19:41:16 +0000 UTC", "comment": "Great instructor! I took CS540 at UW-Madison as a senior in high school and I still received an A even though I spent most of my time focusing on my high school classes. He was passionate about the topic and was a very nice guy. His slides are the same as his predecessors who taught 540 with some small variation. Great class overall, very valuable.", "source_url": "https://www.ratemyprofessors.com/professor/1446267", "quality_rating": 4, "difficulty_rating": 3 }, { "observed_at": "2026-09-07 16:00:01.465084+00:00", "run_id": "20260907T155543-ce3781c4", "source_review_id": "UmF0aW5nLTE5ODAzODIx", "source_instructor_id": "rmp:1446267", "instructor_name": "Vikas Singh", "course_label": "CS540", "course_id": "COMPSCI 540", "course_uid": "course_e0f984e8747ee9ccaba16d75", "review_date": "2012-02-06 14:44:12 +0000 UTC", "comment": "This class needs LOT of work on programming and math. I barely managed a B. But what Vikes covers is very useful. Two questions on my interview at a tech startup were very similar to the ones on the final exam. I'm on the job for about six months now!!!", "source_url": "https://www.ratemyprofessors.com/professor/1446267", "quality_rating": 5, "difficulty_rating": 2 }, { "observed_at": "2026-09-07 16:00:01.465084+00:00", "run_id": "20260907T155543-ce3781c4", "source_review_id": "UmF0aW5nLTE4NTcwNTE1", "source_instructor_id": "rmp:1446267", "instructor_name": "Vikas Singh", "course_label": "CS540", "course_id": "COMPSCI 540", "course_uid": "course_e0f984e8747ee9ccaba16d75", "review_date": "2011-05-10 17:08:24 +0000 UTC", "comment": "this is not an easy class and needs a LOT of work. i loved the second half of 540 (after logic). The svm and perceptron stuff is really really good but very mathy. if you already have a 1-2 semesters of calculus you'll do well. Many grad students take this class, so an A may be hard.", "source_url": "https://www.ratemyprofessors.com/professor/1446267", "quality_rating": 5, "difficulty_rating": 3 } ] ``` ### total 12 ### page 1 ### courses | course\_uid | course\_id | | -------------------------------- | --------------- | | course\_e0f984e8747ee9ccaba16d75 | COMPSCI 540 | | course\_821f9bd2b5a7758dd5db1e18 | COMPSCI/ECE 760 | ### matched true ## social Image false