# HANBAEK LYU — Courses & Reviews | UW–Madison [View on UW Courses](https://uwcourses.com/instructors/HANBAEK_LYU) ## 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\_11da40ed2a2bb6d06bf52104 ### source madgrades ### source instructor id 6398400 ### identity basis source\_id ### identity status source\_identified ### name HANBAEK LYU ### 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 3 #### quality 4 #### difficulty 3.67 #### quality count 3 #### difficulty count 3 #### profile id rmp:2911773 #### source url #### match basis exact\_name #### observed at 2026-09-07 16:37:22.761851+00:00 #### courses ##### course 8b31dcae72f6377cdea586b3 ###### review count 1 ###### quality 5 ###### difficulty 4 ###### quality count 1 ###### difficulty count 1 ##### course 85a2851be919e3db46f0fbc1 ###### review count 2 ###### quality 3.5 ###### difficulty 3.5 ###### quality count 2 ###### difficulty count 2 #### bayesian quality 3.7040745943883437 #### prior mean 3.6596857835465957 #### prior weight 20 ### grade statistics #### gpa 3.45 #### graded 271 #### counts * 129 * 43 * 69 * 15 * 9 * 6 * 0 #### sections 24 ### current false ### courses None recorded. ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ### instructor url /instructors/HANBAEK\_LYU ## history | term | course\_uid | course\_id | title | | ---- | -------------------------------- | ---------------------- | ---------------------------------------------------------------- | | 1264 | course\_01a16b5311010cfe0f48754c | MATH 990 | READING AND RESEARCH | | 1262 | course\_f71b15e0cc44524b7ec290df | COMPSCI 790 | MASTER'S THESIS | | 1262 | course\_059395ab1bb5e9c017244fe2 | COMPSCI 899 | PRE-DISSERTATOR RESEARCH | | 1262 | course\_01a16b5311010cfe0f48754c | MATH 990 | READING AND RESEARCH | | 1254 | course\_059395ab1bb5e9c017244fe2 | COMPSCI 899 | PRE-DISSERTATOR RESEARCH | | 1254 | course\_8b31dcae72f6377cdea586b3 | MATH 444 | GRAPHS AND NETWORKS IN DATA SCIENCE | | 1254 | course\_01a16b5311010cfe0f48754c | MATH 990 | READING AND RESEARCH | | 1252 | course\_05078ae4ca501887e4de293f | MATH 390 | UNDERGRADUATE RESEARCH WITH MADISON EXPERIMENTAL MATHEMATICS LAB | | 1252 | course\_4c518c7aee577750986dc7c8 | MATH 718 | RANDOMIZED LINEAR ALGEBRA AND APPLICATIONS | | 1252 | course\_01a16b5311010cfe0f48754c | MATH 990 | READING AND RESEARCH | | 1244 | course\_cf2713cdfa735f076079251d | COMPSCI 682 | SENIOR HONORS THESIS | | 1244 | course\_01a16b5311010cfe0f48754c | MATH 990 | READING AND RESEARCH | | 1244 | course\_436b4b4087325a19ccd87bd6 | MATH/STAT 734 | THEORY OF PROBABILITY II | | 1242 | course\_a495c0d9f6ed226e1fc144ee | COMPSCI 681 | SENIOR HONORS THESIS | | 1242 | course\_8b31dcae72f6377cdea586b3 | MATH 444 | GRAPHS AND NETWORKS IN DATA SCIENCE | | 1242 | course\_01a16b5311010cfe0f48754c | MATH 990 | READING AND RESEARCH | | 1234 | course\_85a2851be919e3db46f0fbc1 | MATH 535 | MATHEMATICAL METHODS IN DATA SCIENCE | | 1234 | course\_01a16b5311010cfe0f48754c | MATH 990 | READING AND RESEARCH | | 1232 | course\_b151d42dad875eb5e7e721b9 | MATH 490 | UNDERGRADUATE SEMINAR | | 1232 | course\_01a16b5311010cfe0f48754c | MATH 990 | READING AND RESEARCH | | 1232 | course\_b533f0f6b5fef2c11c4fa06c | MATH/STAT 733 | THEORY OF PROBABILITY I | | 1224 | course\_01a16b5311010cfe0f48754c | MATH 990 | READING AND RESEARCH | | 1224 | course\_dcdb624e3fb8cbaf9a557ab9 | MATH/STAT 431 | INTRODUCTION TO THE THEORY OF PROBABILITY | | 1222 | course\_c602622d732dbbc9aceeeddf | ISYE/MATH/OTM/STAT 632 | INTRODUCTION TO STOCHASTIC PROCESSES | ## timeline | term | courses | | ---- | ------- | | 1222 | 1 | | 1224 | 2 | | 1232 | 3 | | 1234 | 2 | | 1242 | 3 | | 1244 | 3 | | 1252 | 3 | | 1254 | 3 | | 1262 | 3 | | 1264 | 1 | ## term 1272 ## courses None recorded. ## reviews ### items ```json [ { "observed_at": "2026-09-07 16:37:22.761851+00:00", "run_id": "20260907T155543-ce3781c4", "source_review_id": "UmF0aW5nLTQxMDY5NTA5", "source_instructor_id": "rmp:2911773", "instructor_name": "Hanbaek Lyu", "course_label": "MATH444", "course_id": "MATH 444", "course_uid": "course_8b31dcae72f6377cdea586b3", "review_date": "2025-04-28 15:59:25 +0000 UTC", "comment": "Professor Han is amazing. He cares a lot about his students and their learning. Was easy on deadlines and extended homeworks very often. Tests were challenging but insightful - easy if you study and work throughout the course. ", "source_url": "https://www.ratemyprofessors.com/professor/2911773", "quality_rating": 5, "difficulty_rating": 4 }, { "observed_at": "2026-09-07 16:37:22.761851+00:00", "run_id": "20260907T155543-ce3781c4", "source_review_id": "UmF0aW5nLTM4MDM4NzI0", "source_instructor_id": "rmp:2911773", "instructor_name": "Hanbaek Lyu", "course_label": "MATH535", "course_id": "MATH 535", "course_uid": "course_85a2851be919e3db46f0fbc1", "review_date": "2023-06-12 05:05:28 +0000 UTC", "comment": "Han is very nice and knowledgeable. I was able to get insights of machine learning techniques from a mathematical view. I would definitely take another class from him. One weakness of this class is the organization and lecture notes of this class which were provided by the previous professor. Other than that, the class was awesome. ", "source_url": "https://www.ratemyprofessors.com/professor/2911773", "quality_rating": 5, "difficulty_rating": 3 }, { "observed_at": "2026-09-07 16:37:22.761851+00:00", "run_id": "20260907T155543-ce3781c4", "source_review_id": "UmF0aW5nLTM3OTUwNzMz", "source_instructor_id": "rmp:2911773", "instructor_name": "Hanbaek Lyu", "course_label": "MATH535", "course_id": "MATH 535", "course_uid": "course_85a2851be919e3db46f0fbc1", "review_date": "2023-05-18 03:02:29 +0000 UTC", "comment": "Professor Han is very knowledgeable about the material, but often the end goal was unclear. 535 was intended to be more of a data science course, but it felt like an extension of linear algebra with a focus on proofs. His philosophy with exams was to make them pretty hard, but grade them leniently. He is very accessible and understanding.", "source_url": "https://www.ratemyprofessors.com/professor/2911773", "quality_rating": 2, "difficulty_rating": 4 } ] ``` ### total 3 ### page 1 ### courses | course\_uid | course\_id | | -------------------------------- | ---------- | | course\_8b31dcae72f6377cdea586b3 | MATH 444 | | course\_85a2851be919e3db46f0fbc1 | MATH 535 | ### matched true ## social Image false