# Sahifa Siddiqua — Courses & Reviews | UW–Madison [View on UW Courses](https://uwcourses.com/instructors/SAHIFA_SIDDIQUA) ## 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 | ## instructor ### instructor uid instructor\_7b2d98370853d89ccc619f04 ### source enrollment ### source instructor id ssiddiqua ### identity basis netid ### identity status source\_identified ### name Sahifa Siddiqua ### email SSIDDIQUA\@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 33 #### quality 1.91 #### difficulty 3.82 #### quality count 33 #### difficulty count 33 #### profile id rmp:3089686 #### source url #### match basis exact\_name #### observed at 2026-09-07 16:07:51.086388+00:00 #### courses ##### course 03f8aaae24bac7658b319ca8 ###### review count 26 ###### quality 2 ###### difficulty 3.85 ###### quality count 26 ###### difficulty count 26 ##### course d2d0c15e32bd1631a6074548 ###### review count 7 ###### quality 1.57 ###### difficulty 3.71 ###### quality count 7 ###### difficulty count 7 #### bayesian quality 2.5702587862439983 #### prior mean 3.6596857835465957 #### prior weight 20 ### current true ### courses | course\_uid | course\_id | title | credits\_min | credits\_max | gpa | | -------------------------------- | ---------- | ----------------------- | ------------ | ------------ | ----- | | course\_03f8aaae24bac7658b319ca8 | STAT 240 | DATA SCIENCE MODELING I | 4 | 4 | 3.355 | ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ### instructor url /instructors/SAHIFA\_SIDDIQUA ## history | term | course\_uid | course\_id | title | | ---- | -------------------------------- | ---------- | ----------------------- | | 1272 | course\_03f8aaae24bac7658b319ca8 | STAT 240 | DATA SCIENCE MODELING I | ## timeline | term | courses | | ---- | ------- | | 1272 | 1 | ## term 1272 ## courses ```json [ { "course_uid": "course_03f8aaae24bac7658b319ca8", "course_id": "STAT 240", "title": "DATA SCIENCE MODELING I", "credits_min": 4, "credits_max": 4, "gpa": 3.355, "badges": [ { "id": "grade-outcomes", "label": "Lower grades", "tone": "negative", "evidence": "Spring 2026 · latest released grades before Fall 2026: 3.03 GPA across 599 letter grades, versus 3.62 for UW–Madison (1283 courses). Requires a difference of at least 0.20 and 30 letter grades. Historical outcomes, not predicted difficulty.", "sources": [ { "label": "Grade history and sources", "href": "/courses/STAT_240#grades" } ] }, { "id": "lecture-size", "label": "Large lectures", "tone": "neutral", "evidence": "Fall 2026: median 135 enrolled students across 4 recorded lecture sections. Small means 30 or fewer; large means 100 or more. Enrollment at scan time, not capacity or typical historical attendance.", "sources": [ { "label": "Sections and enrollment", "href": "/courses/STAT_240#schedule" } ] } ], "description": "STAT 240 introduces reproducible data science modeling and statistical inference using R and R Markdown.", "discovery": { "term": "1272", "offered": true, "history": { "counts": [ 1942, 1307, 1155, 401, 330, 69, 45 ], "count": 5249, "gpa": 3.341398361592684, "topShare": 61.89750428653077, "firstTerm": "1224", "lastTerm": "1264" }, "instructors": [ { "course_uid": "course_03f8aaae24bac7658b319ca8", "uid": "instructor_7b2d98370853d89ccc619f04", "name": "Sahifa Siddiqua", "quality": 2.5702587862439983, "quality_count": 33, "instructor_url": "/instructors/SAHIFA_SIDDIQUA" }, { "course_uid": "course_03f8aaae24bac7658b319ca8", "uid": "instructor_17831cc0732434ba581f55e8", "name": ". Rinkle Rose Renny", "quality": null, "quality_count": null, "instructor_url": "/instructors/RINKLE_ROSE_RENNY" }, { "course_uid": "course_03f8aaae24bac7658b319ca8", "uid": "instructor_ed3b687f43b632dc84d48969", "name": "Ananya Datta", "quality": null, "quality_count": null, "instructor_url": "/instructors/ANANYA_DATTA" }, { "course_uid": "course_03f8aaae24bac7658b319ca8", "uid": "instructor_fcada0e662523e898cd380f2", "name": "Atharva Aserkar", "quality": null, "quality_count": null, "instructor_url": "/instructors/ATHARVA_ASERKAR" }, { "course_uid": "course_03f8aaae24bac7658b319ca8", "uid": "instructor_57ee08c1d87cd84c250e6aad", "name": "FNU Chiranjeevi Vasant", "quality": null, "quality_count": null, "instructor_url": "/instructors/FNU_CHIRANJEEVI_VASANT" }, { "course_uid": "course_03f8aaae24bac7658b319ca8", "uid": "instructor_17b187b651e80b27b58da58d", "name": "Haoqun Cao", "quality": null, "quality_count": null, "instructor_url": "/instructors/HAOQUN_CAO" }, { "course_uid": "course_03f8aaae24bac7658b319ca8", "uid": "instructor_300812a2f460ef6590d59f42", "name": "Himanshu Rajdev", "quality": null, "quality_count": null, "instructor_url": "/instructors/HIMANSHU_RAJDEV" }, { "course_uid": "course_03f8aaae24bac7658b319ca8", "uid": "instructor_693507caf47fe17e4df269d0", "name": "Jialuo Li", "quality": null, "quality_count": null, "instructor_url": "/instructors/JIALUO_LI" }, { "course_uid": "course_03f8aaae24bac7658b319ca8", "uid": "instructor_54b8fbb7318a1e892723f631", "name": "Maria Oros", "quality": null, "quality_count": null, "instructor_url": "/instructors/MARIA_OROS" }, { "course_uid": "course_03f8aaae24bac7658b319ca8", "uid": "instructor_1c56286e1fa5d3423913d749", "name": "Michael Zou", "quality": null, "quality_count": null, "instructor_url": "/instructors/MICHAEL_ZOU" }, { "course_uid": "course_03f8aaae24bac7658b319ca8", "uid": "instructor_394fd5921455b6ae9fe9458c", "name": "Miranda Rintoul", "quality": null, "quality_count": null, "instructor_url": "/instructors/MIRANDA_RINTOUL" }, { "course_uid": "course_03f8aaae24bac7658b319ca8", "uid": "instructor_031f1c042e754d844d9e7f09", "name": "Payel Ghosal", "quality": null, "quality_count": null, "instructor_url": "/instructors/PAYEL_GHOSAL" }, { "course_uid": "course_03f8aaae24bac7658b319ca8", "uid": "instructor_fe2824b10d30881c059ca7ad", "name": "Preeth Gunasekaran", "quality": null, "quality_count": null, "instructor_url": "/instructors/PREETH_GUNASEKARAN" }, { "course_uid": "course_03f8aaae24bac7658b319ca8", "uid": "instructor_df5092b6240190cd45129256", "name": "Sanika Gadkari", "quality": null, "quality_count": null, "instructor_url": "/instructors/SANIKA_GADKARI" }, { "course_uid": "course_03f8aaae24bac7658b319ca8", "uid": "instructor_7963d8a874b88442ac5d0e79", "name": "Yancheng Li", "quality": null, "quality_count": null, "instructor_url": "/instructors/YANCHENG_LI" }, { "course_uid": "course_03f8aaae24bac7658b319ca8", "uid": "instructor_f1da02e2533250b0fcd593df", "name": "Yuheng Mao", "quality": null, "quality_count": null, "instructor_url": "/instructors/YUHENG_MAO" }, { "course_uid": "course_03f8aaae24bac7658b319ca8", "uid": "instructor_f4d69294e75052d3c8fa103a", "name": "Yuvarraj Sriramkumar", "quality": null, "quality_count": null, "instructor_url": "/instructors/YUVARRAJ_SRIRAMKUMAR" } ], "instructorHistory": { "counts": [ 0, 0, 0, 0, 0, 0, 0 ], "count": 0, "gpa": null, "topShare": null }, "courseComparison": { "counts": [ 0, 0, 0, 0, 0, 0, 0 ], "count": 0, "gpa": null, "topShare": null }, "claim": { "citations": [ { "instructor_name": "Sahifa Siddiqua", "review_date": "2025-10-08 03:25:35 +0000 UTC", "review_id": "9fe180e8c3bccfaec8bce4d0", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3089686", "source_review_id": "UmF0aW5nLTQxNjk2OTky", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "type": "review" }, { "instructor_name": "Sahifa Siddiqua", "review_date": "2026-05-11 14:01:01 +0000 UTC", "review_id": "31800af73745207e16d6d6b3", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:3089686", "source_review_id": "UmF0aW5nLTQzMDkxNDQ4", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "type": "review" } ], "text": "Sahifa Siddiqua is praised for well-organized notes and clear explanations that help students prepare for exams. Reviewers note her detailed materials allow success even if lectures are skipped." }, "reviewFiles": [ "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_03f8aaae24bac7658b319ca8-0.json" ] } } ] ``` ## reviews ### items ```json [ { "observed_at": "2026-09-07 16:07:51.086388+00:00", "run_id": "20260907T155543-ce3781c4", "source_review_id": "UmF0aW5nLTQzNDA3NDIx", "source_instructor_id": "rmp:3089686", "instructor_name": "Sahifa Siddiqua", "course_label": "STAT240", "course_id": "STAT 240", "course_uid": "course_03f8aaae24bac7658b319ca8", "review_date": "2026-09-04 00:18:42 +0000 UTC", "comment": "Poor teaching, gives dirty looks when students ask questions at office hours. Incredibly passive-aggressive over email. Would rate 0 if I coud. ", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "quality_rating": 1, "difficulty_rating": 5 }, { "observed_at": "2026-09-07 16:07:51.086388+00:00", "run_id": "20260907T155543-ce3781c4", "source_review_id": "UmF0aW5nLTQzMTA4NjQ1", "source_instructor_id": "rmp:3089686", "instructor_name": "Sahifa Siddiqua", "course_label": "STAT240", "course_id": "STAT 240", "course_uid": "course_03f8aaae24bac7658b319ca8", "review_date": "2026-05-12 22:05:17 +0000 UTC", "comment": "Sahifa is super sweet, but she is fresh out of school and cannot teach. If this is your first stats class, start teaching yourself the content today.", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "quality_rating": 2, "difficulty_rating": 5 }, { "observed_at": "2026-09-07 16:07:51.086388+00:00", "run_id": "20260907T155543-ce3781c4", "source_review_id": "UmF0aW5nLTQzMTA1OTI3", "source_instructor_id": "rmp:3089686", "instructor_name": "Sahifa Siddiqua", "course_label": "STAT240", "course_id": "STAT 240", "course_uid": "course_03f8aaae24bac7658b319ca8", "review_date": "2026-05-12 18:23:45 +0000 UTC", "comment": "lectures very hard to track. she gives us one practice test for the whole semester (all of last years exam questions). first midterm is easy. exams dont correlate with course content. if you like to be forced to self teach, then def take this class. I think my ta was a better teacher than she was.", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "quality_rating": 1, "difficulty_rating": 3 }, { "observed_at": "2026-09-07 16:07:51.086388+00:00", "run_id": "20260907T155543-ce3781c4", "source_review_id": "UmF0aW5nLTQzMTAxODUw", "source_instructor_id": "rmp:3089686", "instructor_name": "Sahifa Siddiqua", "course_label": "STAT240", "course_id": "STAT 240", "course_uid": "course_03f8aaae24bac7658b319ca8", "review_date": "2026-05-12 05:38:56 +0000 UTC", "comment": "I felt that she did a very ok job at teaching the content and going over practice questions but then those questions were a lot easier than the actual test. If you have a question and you can't make it to office hours and you have a question she rarely response to emails. I have sent her 10 over the whole course and she has replied to only 3. ", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "quality_rating": 1, "difficulty_rating": 3 }, { "observed_at": "2026-09-07 16:07:51.086388+00:00", "run_id": "20260907T155543-ce3781c4", "source_review_id": "UmF0aW5nLTQzMDk3MzI1", "source_instructor_id": "rmp:3089686", "instructor_name": "Sahifa Siddiqua", "course_label": "STAT240", "course_id": "STAT 240", "course_uid": "course_03f8aaae24bac7658b319ca8", "review_date": "2026-05-11 22:10:41 +0000 UTC", "comment": "Clear HTML but obviously based on other professor's modifications. Her teaching ability can be reflected by mean score of all exams, which are always lowest. At the same time, the difficulty level of the exams is arbitrary. Compared with the past, the number of questions has definitely increased and the difficulty level has also risen.", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "quality_rating": 1, "difficulty_rating": 3 }, { "observed_at": "2026-09-07 16:07:51.086388+00:00", "run_id": "20260907T155543-ce3781c4", "source_review_id": "UmF0aW5nLTQzMDk3MjQ5", "source_instructor_id": "rmp:3089686", "instructor_name": "Sahifa Siddiqua", "course_label": "STAT240", "course_id": "STAT 240", "course_uid": "course_03f8aaae24bac7658b319ca8", "review_date": "2026-05-11 22:03:47 +0000 UTC", "comment": "Clear HTML but obviously based on modifications made by other professors. Her teaching level is truly reflected by the mean score of all exams, which are always the lowest. At the same time, the difficulty of the exams is completely arbitrary. Compared to the past, the number of questions has definitely increased and the difficulty has also risen.", "source_url": "https://www.ratemyprofessors.com/professor/3089686", "quality_rating": 1, "difficulty_rating": 3 } ] ``` ### total 33 ### page 1 ### courses | course\_uid | course\_id | | -------------------------------- | ---------- | | course\_03f8aaae24bac7658b319ca8 | STAT 240 | | course\_d2d0c15e32bd1631a6074548 | STAT 340 | ### matched true ## social Image true