# Easiest courses in Mathematics | UW–Madison

[View on UW Courses](https://uwcourses.com/departments/MATH/easiest)

## 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    |

## subject

MATH

## collection

easiest

## results

### items

```json
[
  {
    "course_uid": "course_137bc43a05a3e03db9bd93d2",
    "course_id": "MATH 900",
    "title": "GRADUATE TEACHING SEMINAR",
    "credits_min": 1,
    "credits_max": 1,
    "gpa": 4,
    "badges": [
      {
        "id": "rated-teacher",
        "label": "Highly rated instructor",
        "tone": "positive",
        "evidence": "Fall 2026: Cassie Williams (4.30/5 adjusted; 54 ratings). At least one assigned instructor qualifies. This describes instructor reviews across courses, not a course rating.",
        "sources": [
          {
            "label": "Cassie Williams",
            "href": "/instructors/CASSIE_WILLIAMS"
          }
        ]
      }
    ],
    "description": "MATH 900 is a Graduate Teaching Seminar focusing on theory and practical skills for teaching mathematics at the graduate or post-secondary level.",
    "discovery": {
      "term": "1272",
      "offered": true,
      "history": {
        "counts": [
          111,
          0,
          0,
          0,
          0,
          0,
          0
        ],
        "count": 111,
        "gpa": 4,
        "topShare": 100,
        "firstTerm": "1232",
        "lastTerm": "1262"
      },
      "instructors": [
        {
          "course_uid": "course_137bc43a05a3e03db9bd93d2",
          "uid": "instructor_1ed287cac93977143496579e",
          "name": "Cassie Williams",
          "quality": 4.302077238796377,
          "quality_count": 54,
          "instructor_url": "/instructors/CASSIE_WILLIAMS"
        }
      ],
      "instructorHistory": null,
      "courseComparison": null,
      "claim": null,
      "reviewFiles": []
    }
  },
  {
    "course_uid": "course_6b1402df5d4cb88b5d36366c",
    "course_id": "MATH 717",
    "title": "STOCHASTIC COMPUTATIONAL METHODS",
    "credits_min": 3,
    "credits_max": 3,
    "gpa": 3.975,
    "badges": [
      {
        "id": "rated-teacher",
        "label": "Highly rated instructor",
        "tone": "positive",
        "evidence": "Fall 2026: Nan Chen (4.21/5 adjusted; 29 ratings). At least one assigned instructor qualifies. This describes instructor reviews across courses, not a course rating.",
        "sources": [
          {
            "label": "Nan Chen",
            "href": "/instructors/NAN_CHEN"
          }
        ]
      },
      {
        "id": "grade-outcomes",
        "label": "Higher grades",
        "tone": "positive",
        "evidence": "Fall 2025 · latest released grades before Fall 2026: 4.00 GPA across 34 letter grades, versus 3.25 for Mathematics (43 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/MATH_717#grades"
          }
        ]
      }
    ],
    "description": "MATH 717 introduces computational methods using stochastic algorithms for random mathematical problems, covering Monte Carlo, Bayesian inference, and SDEs.",
    "discovery": {
      "term": "1272",
      "offered": true,
      "history": {
        "counts": [
          114,
          2,
          2,
          0,
          0,
          0,
          0
        ],
        "count": 118,
        "gpa": 3.9745762711864407,
        "topShare": 98.30508474576271,
        "firstTerm": "1232",
        "lastTerm": "1262"
      },
      "instructors": [
        {
          "course_uid": "course_6b1402df5d4cb88b5d36366c",
          "uid": "instructor_eed27452237c073abcf30787",
          "name": "Nan Chen",
          "quality": 4.210279911651671,
          "quality_count": 29,
          "instructor_url": "/instructors/NAN_CHEN"
        }
      ],
      "instructorHistory": null,
      "courseComparison": null,
      "claim": null,
      "reviewFiles": []
    }
  },
  {
    "course_uid": "course_4af56817c609cc45dc5d8f7d",
    "course_id": "MATH 921",
    "title": "SEMINAR IN ANALYSIS",
    "credits_min": 1,
    "credits_max": 3,
    "gpa": 3.983,
    "badges": [
      {
        "id": "rated-teacher",
        "label": "Highly rated instructor",
        "tone": "positive",
        "evidence": "Fall 2026: Saverio Spagnolie (4.13/5 adjusted; 54 ratings); Brian Street (4.06/5 adjusted; 112 ratings). At least one assigned instructor qualifies. This describes instructor reviews across courses, not a course rating.",
        "sources": [
          {
            "label": "Saverio Spagnolie",
            "href": "/instructors/SAVERIO_SPAGNOLIE"
          },
          {
            "label": "Brian Street",
            "href": "/instructors/BRIAN_STREET"
          }
        ]
      }
    ],
    "description": "A graduate-level seminar covering selected topics in mathematical analysis.",
    "discovery": {
      "term": "1272",
      "offered": true,
      "history": {
        "counts": [
          157,
          1,
          2,
          0,
          1,
          0,
          0
        ],
        "count": 161,
        "gpa": 3.972049689440994,
        "topShare": 98.13664596273291,
        "firstTerm": "1224",
        "lastTerm": "1264"
      },
      "instructors": [
        {
          "course_uid": "course_4af56817c609cc45dc5d8f7d",
          "uid": "instructor_fb0089f6535bf484f3132ce8",
          "name": "Saverio Spagnolie",
          "quality": 4.126942103661242,
          "quality_count": 54,
          "instructor_url": "/instructors/SAVERIO_SPAGNOLIE"
        },
        {
          "course_uid": "course_4af56817c609cc45dc5d8f7d",
          "uid": "instructor_d9e6dc7c2525e05e8417649d",
          "name": "Brian Street",
          "quality": 4.058740270234333,
          "quality_count": 112,
          "instructor_url": "/instructors/BRIAN_STREET"
        },
        {
          "course_uid": "course_4af56817c609cc45dc5d8f7d",
          "uid": "instructor_761e0a77717658997d77afcd",
          "name": "Ben Johnsrude",
          "quality": 3.7997381529554963,
          "quality_count": 4,
          "instructor_url": "/instructors/BEN_JOHNSRUDE"
        },
        {
          "course_uid": "course_4af56817c609cc45dc5d8f7d",
          "uid": "instructor_2daa8f11c1881eaa65c04549",
          "name": "Mihaela Ifrim",
          "quality": 2.8691267107723,
          "quality_count": 33,
          "instructor_url": "/instructors/MIHAELA_IFRIM"
        },
        {
          "course_uid": "course_4af56817c609cc45dc5d8f7d",
          "uid": "instructor_c479a3c4cb8ffcc1e3ca271d",
          "name": "Carsen Grote",
          "quality": null,
          "quality_count": null,
          "instructor_url": "/instructors/CARSEN_GROTE"
        }
      ],
      "instructorHistory": null,
      "courseComparison": null,
      "claim": null,
      "reviewFiles": []
    }
  },
  {
    "course_uid": "course_41d1928ddf8536080547d0f0",
    "course_id": "ECE/MATH/STAT 888",
    "title": "TOPICS IN MATHEMATICAL DATA SCIENCE",
    "credits_min": 1,
    "credits_max": 3,
    "gpa": 3.894,
    "badges": [
      {
        "id": "lecture-size",
        "label": "Small lectures",
        "tone": "neutral",
        "evidence": "Fall 2026: median 6 enrolled students across 3 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/ECE_MATH_STAT_888#schedule"
          }
        ]
      }
    ],
    "description": "ECE/MATH/STAT 888 covers advanced topics in the mathematical foundations of data science.",
    "discovery": {
      "term": "1272",
      "offered": true,
      "history": {
        "counts": [
          108,
          18,
          0,
          0,
          0,
          0,
          2
        ],
        "count": 128,
        "gpa": 3.8671875,
        "topShare": 98.4375,
        "firstTerm": "1232",
        "lastTerm": "1264"
      },
      "instructors": [
        {
          "course_uid": "course_41d1928ddf8536080547d0f0",
          "uid": "instructor_e1d5923716e3898909bb847b",
          "name": "Ulugbek Kamilov",
          "quality": null,
          "quality_count": null,
          "instructor_url": "/instructors/ULUGBEK_KAMILOV"
        }
      ],
      "instructorHistory": null,
      "courseComparison": null,
      "claim": null,
      "reviewFiles": []
    }
  },
  {
    "course_uid": "course_2db4657387c508ee429c51fd",
    "course_id": "MATH 703",
    "title": "METHODS OF APPLIED MATHEMATICS 1",
    "credits_min": 3,
    "credits_max": 3,
    "gpa": 3.798,
    "badges": [
      {
        "id": "lecture-size",
        "label": "Small lectures",
        "tone": "neutral",
        "evidence": "Fall 2026: median 22 enrolled students across 1 recorded lecture section. 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/MATH_703#schedule"
          }
        ]
      }
    ],
    "description": "Methods of Applied Mathematics 1 covers linear algebraic structures, boundary value problems, complex analysis techniques, and PDE solution methods.",
    "discovery": {
      "term": "1272",
      "offered": true,
      "history": {
        "counts": [
          96,
          10,
          6,
          2,
          0,
          1,
          0
        ],
        "count": 115,
        "gpa": 3.8521739130434782,
        "topShare": 92.17391304347827,
        "firstTerm": "1232",
        "lastTerm": "1262"
      },
      "instructors": [
        {
          "course_uid": "course_2db4657387c508ee429c51fd",
          "uid": "instructor_fdbdcb32e4cb925a1f5ad270",
          "name": "Leslie Smith",
          "quality": null,
          "quality_count": null,
          "instructor_url": "/instructors/LESLIE_SMITH--instructor_fdbdcb32e4cb925a1f5ad270"
        }
      ],
      "instructorHistory": null,
      "courseComparison": null,
      "claim": {
        "citations": [
          {
            "instructor_name": "Georghe Craciun",
            "review_date": "2014-12-17 20:23:40 +0000 UTC",
            "review_id": "293bd4b0b9cae10981ba2bc2",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:767263",
            "source_review_id": "UmF0aW5nLTI0MTI0NTk3",
            "source_url": "https://www.ratemyprofessors.com/professor/767263",
            "type": "review"
          },
          {
            "instructor_name": "Georghe Craciun",
            "review_date": "2014-12-21 20:50:31 +0000 UTC",
            "review_id": "22cd1ea217aa3037c7082e05",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:767263",
            "source_review_id": "UmF0aW5nLTI0MTYzODMy",
            "source_url": "https://www.ratemyprofessors.com/professor/767263",
            "type": "review"
          }
        ],
        "text": "Historical reviews of Georghe Craciun: Reviewers rated the difficulty as very low under Craciun, noting that his teaching style simplifies material that might otherwise require blind memorization."
      },
      "reviewFiles": [
        "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_2db4657387c508ee429c51fd-0.json"
      ]
    }
  },
  {
    "course_uid": "course_f5b6bdfc443b676b16f5eb9d",
    "course_id": "MATH 751",
    "title": "INTRODUCTORY TOPOLOGY I",
    "credits_min": 3,
    "credits_max": 3,
    "gpa": 3.691,
    "badges": [
      {
        "id": "lecture-size",
        "label": "Small lectures",
        "tone": "neutral",
        "evidence": "Fall 2026: median 23 enrolled students across 1 recorded lecture section. 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/MATH_751#schedule"
          }
        ]
      }
    ],
    "description": "MATH 751 introduces algebraic and differential topology, covering homotopy, manifolds, and homology.",
    "discovery": {
      "term": "1272",
      "offered": true,
      "history": {
        "counts": [
          91,
          12,
          7,
          2,
          1,
          0,
          0
        ],
        "count": 113,
        "gpa": 3.84070796460177,
        "topShare": 91.1504424778761,
        "firstTerm": "1232",
        "lastTerm": "1262"
      },
      "instructors": [
        {
          "course_uid": "course_f5b6bdfc443b676b16f5eb9d",
          "uid": "instructor_14f5202904355297fd0f984a",
          "name": "Laurentiu Maxim",
          "quality": 3.0230616116599256,
          "quality_count": 89,
          "instructor_url": "/instructors/LAURENTIU_MAXIM"
        }
      ],
      "instructorHistory": null,
      "courseComparison": null,
      "claim": null,
      "reviewFiles": []
    }
  },
  {
    "course_uid": "course_858c09056ac5ed119a96d808",
    "course_id": "HISTSCI/MATH 473",
    "title": "HISTORY OF MATHEMATICS",
    "credits_min": 3,
    "credits_max": 3,
    "gpa": 3.694,
    "badges": [
      {
        "id": "lecture-size",
        "label": "Small lectures",
        "tone": "neutral",
        "evidence": "Fall 2026: median 20 enrolled students across 1 recorded lecture section. 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/HISTSCI_MATH_473#schedule"
          }
        ]
      }
    ],
    "description": "A historical survey of the main lines of mathematical development.",
    "discovery": {
      "term": "1272",
      "offered": true,
      "history": {
        "counts": [
          84,
          27,
          10,
          1,
          4,
          0,
          0
        ],
        "count": 126,
        "gpa": 3.738095238095238,
        "topShare": 88.09523809523809,
        "firstTerm": "1224",
        "lastTerm": "1262"
      },
      "instructors": [
        {
          "course_uid": "course_858c09056ac5ed119a96d808",
          "uid": "instructor_cb542ebcf378e09875b30909",
          "name": "Michael Kemeny",
          "quality": 3.2580714862888294,
          "quality_count": 4,
          "instructor_url": "/instructors/MICHAEL_KEMENY"
        }
      ],
      "instructorHistory": null,
      "courseComparison": null,
      "claim": {
        "citations": [
          {
            "instructor_name": "Michael Kemeny",
            "review_date": "2024-12-11 02:53:15 +0000 UTC",
            "review_id": "65d9578a16410b808562acaa",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2575442",
            "source_review_id": "UmF0aW5nLTQwMjEyNDEx",
            "source_url": "https://www.ratemyprofessors.com/professor/2575442",
            "type": "review"
          },
          {
            "instructor_name": "Michael Kemeny",
            "review_date": "2024-12-13 06:45:00 +0000 UTC",
            "review_id": "da764a1db83f13279856b6da",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2575442",
            "source_review_id": "UmF0aW5nLTQwMjcxNzcx",
            "source_url": "https://www.ratemyprofessors.com/professor/2575442",
            "type": "review"
          }
        ],
        "text": "Exams are described as purposefully difficult, with the second midterm carrying 20% of the grade and containing only four questions, making small errors costly."
      },
      "reviewFiles": [
        "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_858c09056ac5ed119a96d808-0.json"
      ]
    }
  },
  {
    "course_uid": "course_346ab4e00def5d21d922d818",
    "course_id": "COMPSCI/MATH 714",
    "title": "METHODS OF COMPUTATIONAL MATHEMATICS I",
    "credits_min": 3,
    "credits_max": 3,
    "gpa": 3.71,
    "badges": [
      {
        "id": "lecture-size",
        "label": "Small lectures",
        "tone": "neutral",
        "evidence": "Fall 2026: median 20 enrolled students across 2 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/COMPSCI_MATH_714#schedule"
          }
        ]
      }
    ],
    "description": "Methods of Computational Mathematics I covers finite difference and volume methods for PDEs, analyzing accuracy and stability, and solving linear systems.",
    "discovery": {
      "term": "1272",
      "offered": true,
      "history": {
        "counts": [
          87,
          14,
          14,
          3,
          4,
          0,
          1
        ],
        "count": 123,
        "gpa": 3.6951219512195124,
        "topShare": 82.11382113821138,
        "firstTerm": "1232",
        "lastTerm": "1262"
      },
      "instructors": [
        {
          "course_uid": "course_346ab4e00def5d21d922d818",
          "uid": "instructor_f4e74e07ce1d40bc1a7b1e58",
          "name": "Yue Sun",
          "quality": null,
          "quality_count": null,
          "instructor_url": "/instructors/YUE_SUN"
        }
      ],
      "instructorHistory": null,
      "courseComparison": null,
      "claim": {
        "citations": [
          {
            "instructor_name": "Nan Chen",
            "review_date": "2020-05-03 21:18:32 +0000 UTC",
            "review_id": "0c0fc1cb361c3c5d3f6235e8",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2402431",
            "source_review_id": "UmF0aW5nLTMzMTkwNzMz",
            "source_url": "https://www.ratemyprofessors.com/professor/2402431",
            "type": "review"
          }
        ],
        "text": "One historical review describes the load as not heavy, while others do not specify workload intensity."
      },
      "reviewFiles": [
        "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_346ab4e00def5d21d922d818-0.json"
      ]
    }
  },
  {
    "course_uid": "course_963da18c52ee0091bf4904b6",
    "course_id": "MATH 761",
    "title": "DIFFERENTIABLE MANIFOLDS",
    "credits_min": 3,
    "credits_max": 3,
    "gpa": 3.805,
    "badges": [
      {
        "id": "lecture-size",
        "label": "Small lectures",
        "tone": "neutral",
        "evidence": "Fall 2026: median 17 enrolled students across 1 recorded lecture section. 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/MATH_761#schedule"
          }
        ]
      }
    ],
    "description": "MATH 761 covers differentiable manifolds, vector bundles, differential forms, and Riemannian metrics.",
    "discovery": {
      "term": "1272",
      "offered": true,
      "history": {
        "counts": [
          66,
          20,
          16,
          0,
          4,
          0,
          0
        ],
        "count": 106,
        "gpa": 3.6792452830188678,
        "topShare": 81.13207547169812,
        "firstTerm": "1224",
        "lastTerm": "1262"
      },
      "instructors": [
        {
          "course_uid": "course_963da18c52ee0091bf4904b6",
          "uid": "instructor_c4c50d10b1787f93d53c248d",
          "name": "Sean Paul",
          "quality": 1.8773042582859996,
          "quality_count": 242,
          "instructor_url": "/instructors/SEAN_PAUL"
        }
      ],
      "instructorHistory": null,
      "courseComparison": null,
      "claim": {
        "citations": [
          {
            "instructor_name": "Sean Paul",
            "review_date": "2022-05-17 01:03:49 +0000 UTC",
            "review_id": "2fe315ab7499d90f7b56ba04",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:1029779",
            "source_review_id": "UmF0aW5nLTM2MzU0NDE1",
            "source_url": "https://www.ratemyprofessors.com/professor/1029779",
            "type": "review"
          }
        ],
        "text": "Homework assignments are difficult and require significant time to solve step-by-step."
      },
      "reviewFiles": [
        "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_963da18c52ee0091bf4904b6-0.json"
      ]
    }
  },
  {
    "course_uid": "course_225e4c9e92f2538c1ae5e8bf",
    "course_id": "MATH 619",
    "title": "ANALYSIS OF PARTIAL DIFFERENTIAL EQUATIONS",
    "credits_min": 3,
    "credits_max": 3,
    "gpa": 3.639,
    "badges": [
      {
        "id": "grade-outcomes",
        "label": "Higher grades",
        "tone": "positive",
        "evidence": "Fall 2025 · latest released grades before Fall 2026: 3.76 GPA across 39 letter grades, versus 3.25 for Mathematics (43 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/MATH_619#grades"
          }
        ]
      }
    ],
    "description": "Rigorous introduction to the theoretical underpinnings and methods of modern PDE theory.",
    "discovery": {
      "term": "1272",
      "offered": true,
      "history": {
        "counts": [
          84,
          7,
          18,
          3,
          3,
          0,
          2
        ],
        "count": 117,
        "gpa": 3.658119658119658,
        "topShare": 77.77777777777779,
        "firstTerm": "1224",
        "lastTerm": "1262"
      },
      "instructors": [
        {
          "course_uid": "course_225e4c9e92f2538c1ae5e8bf",
          "uid": "instructor_2daa8f11c1881eaa65c04549",
          "name": "Mihaela Ifrim",
          "quality": 2.8691267107723,
          "quality_count": 33,
          "instructor_url": "/instructors/MIHAELA_IFRIM"
        }
      ],
      "instructorHistory": null,
      "courseComparison": null,
      "claim": {
        "citations": [
          {
            "instructor_name": "Hung Tran",
            "review_date": "2024-05-10 21:17:55 +0000 UTC",
            "review_id": "106763ca0d10ee1f34bafbe5",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2230918",
            "source_review_id": "UmF0aW5nLTM5NDMzODE2",
            "source_url": "https://www.ratemyprofessors.com/professor/2230918",
            "type": "review"
          }
        ],
        "text": "Historical reviews of Hung Tran: Reviewers report that the homework load is too high and the problems are super hard, requiring significant time investment."
      },
      "reviewFiles": [
        "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_225e4c9e92f2538c1ae5e8bf-0.json"
      ]
    }
  },
  {
    "course_uid": "course_72733c94bb8725b969d3e958",
    "course_id": "MATH 741",
    "title": "ABSTRACT ALGEBRA",
    "credits_min": 3,
    "credits_max": 3,
    "gpa": 3.596,
    "badges": [
      {
        "id": "rated-teacher",
        "label": "Highly rated instructor",
        "tone": "positive",
        "evidence": "Fall 2026: Jordan Ellenberg (4.13/5 adjusted; 28 ratings). At least one assigned instructor qualifies. This describes instructor reviews across courses, not a course rating.",
        "sources": [
          {
            "label": "Jordan Ellenberg",
            "href": "/instructors/JORDAN_ELLENBERG"
          }
        ]
      },
      {
        "id": "grade-outcomes",
        "label": "Higher grades",
        "tone": "positive",
        "evidence": "Fall 2025 · latest released grades before Fall 2026: 3.53 GPA across 31 letter grades, versus 3.25 for Mathematics (43 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/MATH_741#grades"
          }
        ]
      },
      {
        "id": "lecture-size",
        "label": "Small lectures",
        "tone": "neutral",
        "evidence": "Fall 2026: median 23 enrolled students across 1 recorded lecture section. 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/MATH_741#schedule"
          }
        ]
      }
    ],
    "description": "Abstract Algebra (MATH 741) covers finite groups and noncommutative rings, including Sylow theorems and Wedderburn theorems.",
    "discovery": {
      "term": "1272",
      "offered": true,
      "history": {
        "counts": [
          67,
          32,
          36,
          3,
          0,
          0,
          0
        ],
        "count": 138,
        "gpa": 3.5905797101449277,
        "topShare": 71.73913043478261,
        "firstTerm": "1232",
        "lastTerm": "1262"
      },
      "instructors": [
        {
          "course_uid": "course_72733c94bb8725b969d3e958",
          "uid": "instructor_1542317169ef2e7aae9a1d1a",
          "name": "Jordan Ellenberg",
          "quality": 4.126535743144415,
          "quality_count": 28,
          "instructor_url": "/instructors/JORDAN_ELLENBERG"
        }
      ],
      "instructorHistory": null,
      "courseComparison": null,
      "claim": {
        "citations": [
          {
            "instructor_name": "Jordan Ellenberg",
            "review_date": "2019-11-13 03:14:32 +0000 UTC",
            "review_id": "74ca934ff5e1a14f1ac25200",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:1012704",
            "source_review_id": "UmF0aW5nLTMyNDAzMjA2",
            "source_url": "https://www.ratemyprofessors.com/professor/1012704",
            "type": "review"
          }
        ],
        "text": "The homework is described as unique and interesting, but reviewers note that completing these assignments takes a significant amount of time."
      },
      "reviewFiles": [
        "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_72733c94bb8725b969d3e958-0.json"
      ]
    }
  },
  {
    "course_uid": "course_edc3174bf073c9d7af51f678",
    "course_id": "MATH 540",
    "title": "LINEAR ALGEBRA II",
    "credits_min": 3,
    "credits_max": 3,
    "gpa": 3.546,
    "badges": [
      {
        "id": "grade-outcomes",
        "label": "Higher grades",
        "tone": "positive",
        "evidence": "Fall 2025 · latest released grades before Fall 2026: 4.00 GPA across 33 letter grades, versus 3.25 for Mathematics (43 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/MATH_540#grades"
          }
        ]
      }
    ],
    "description": "Linear Algebra II covers advanced linear transformations, Jordan forms, spectral theory, and multilinear algebra.",
    "discovery": {
      "term": "1272",
      "offered": true,
      "history": {
        "counts": [
          62,
          23,
          15,
          6,
          7,
          0,
          0
        ],
        "count": 113,
        "gpa": 3.561946902654867,
        "topShare": 75.22123893805309,
        "firstTerm": "1224",
        "lastTerm": "1262"
      },
      "instructors": [
        {
          "course_uid": "course_edc3174bf073c9d7af51f678",
          "uid": "instructor_15048860d250b5e199b5ce77",
          "name": "Shamgar Gurevitch",
          "quality": null,
          "quality_count": null,
          "instructor_url": "/instructors/SHAMGAR_GUREVITCH"
        }
      ],
      "instructorHistory": null,
      "courseComparison": null,
      "claim": {
        "citations": [
          {
            "instructor_name": "Andrei Caldararu",
            "review_date": "2021-05-08 04:04:53 +0000 UTC",
            "review_id": "95fd7b0a7b1621df1f50c597",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:802342",
            "source_review_id": "UmF0aW5nLTM0NzM5NDEx",
            "source_url": "https://www.ratemyprofessors.com/professor/802342",
            "type": "review"
          },
          {
            "instructor_name": "Andrei Caldararu",
            "review_date": "2021-05-08 04:11:04 +0000 UTC",
            "review_id": "b012d8c5a5ccc02b8c8fe5b1",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:802342",
            "source_review_id": "UmF0aW5nLTM0NzM5NDQz",
            "source_url": "https://www.ratemyprofessors.com/professor/802342",
            "type": "review"
          }
        ],
        "text": "Historical reviews for Andrei Caldararu describe a lack of support materials, including missing homework solutions, absent practice tests, and unclear project grading rubrics."
      },
      "reviewFiles": [
        "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_edc3174bf073c9d7af51f678-0.json"
      ]
    }
  },
  {
    "course_uid": "course_5d98ff5f6adce2207e394dc6",
    "course_id": "MATH 375",
    "title": "TOPICS IN MULTI-VARIABLE CALCULUS AND LINEAR ALGEBRA",
    "credits_min": 5,
    "credits_max": 5,
    "gpa": 3.338,
    "badges": [
      {
        "id": "rated-teacher",
        "label": "Highly rated instructor",
        "tone": "positive",
        "evidence": "Fall 2026: Saverio Spagnolie (4.13/5 adjusted; 54 ratings). At least one assigned instructor qualifies. This describes instructor reviews across courses, not a course rating.",
        "sources": [
          {
            "label": "Saverio Spagnolie",
            "href": "/instructors/SAVERIO_SPAGNOLIE"
          }
        ]
      }
    ],
    "description": "MATH 375 covers advanced topics in multi-variable calculus and linear algebra, including vector spaces, differential calculus, and integration techniques.",
    "discovery": {
      "term": "1272",
      "offered": true,
      "history": {
        "counts": [
          111,
          29,
          34,
          14,
          6,
          2,
          1
        ],
        "count": 197,
        "gpa": 3.535532994923858,
        "topShare": 71.06598984771574,
        "firstTerm": "1232",
        "lastTerm": "1262"
      },
      "instructors": [
        {
          "course_uid": "course_5d98ff5f6adce2207e394dc6",
          "uid": "instructor_fb0089f6535bf484f3132ce8",
          "name": "Saverio Spagnolie",
          "quality": 4.126942103661242,
          "quality_count": 54,
          "instructor_url": "/instructors/SAVERIO_SPAGNOLIE"
        },
        {
          "course_uid": "course_5d98ff5f6adce2207e394dc6",
          "uid": "instructor_96e8f96890d848dd8a5ae254",
          "name": "Hanzhang Mao",
          "quality": null,
          "quality_count": null,
          "instructor_url": "/instructors/HANZHANG_MAO"
        }
      ],
      "instructorHistory": null,
      "courseComparison": null,
      "claim": {
        "citations": [
          {
            "instructor_name": "Saverio Spagnolie",
            "review_date": "2025-12-21 22:56:17 +0000 UTC",
            "review_id": "7af24d8a1635a1012791e4f7",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2045894",
            "source_review_id": "UmF0aW5nLTQyMzcwMTAx",
            "source_url": "https://www.ratemyprofessors.com/professor/2045894",
            "type": "review"
          },
          {
            "instructor_name": "Saverio Spagnolie",
            "review_date": "2025-12-22 06:13:43 +0000 UTC",
            "review_id": "3cff6addcf3e191b7ddc2f8b",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2045894",
            "source_review_id": "UmF0aW5nLTQyMzczMzA0",
            "source_url": "https://www.ratemyprofessors.com/professor/2045894",
            "type": "review"
          },
          {
            "instructor_name": "Saverio Spagnolie",
            "review_date": "2026-06-14 14:04:11 +0000 UTC",
            "review_id": "6e9e42776b1f1727c62d107e",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2045894",
            "source_review_id": "UmF0aW5nLTQzMjQ3OTA1",
            "source_url": "https://www.ratemyprofessors.com/professor/2045894",
            "type": "review"
          }
        ],
        "text": "The course is considered hard, with long weekly homework assignments that take significant time. Exams are viewed as fair and related to the homework content."
      },
      "reviewFiles": [
        "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_5d98ff5f6adce2207e394dc6-0.json"
      ]
    }
  },
  {
    "course_uid": "course_b533f0f6b5fef2c11c4fa06c",
    "course_id": "MATH/STAT 733",
    "title": "THEORY OF PROBABILITY I",
    "credits_min": 3,
    "credits_max": 3,
    "gpa": 3.469,
    "badges": [
      {
        "id": "lecture-size",
        "label": "Small lectures",
        "tone": "neutral",
        "evidence": "Fall 2026: median 24 enrolled students across 2 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/MATH_STAT_733#schedule"
          }
        ]
      }
    ],
    "description": "Theory of Probability I introduces measure theoretic probability and stochastic processes.",
    "discovery": {
      "term": "1272",
      "offered": true,
      "history": {
        "counts": [
          76,
          32,
          39,
          4,
          6,
          2,
          1
        ],
        "count": 160,
        "gpa": 3.48125,
        "topShare": 67.5,
        "firstTerm": "1232",
        "lastTerm": "1262"
      },
      "instructors": [
        {
          "course_uid": "course_b533f0f6b5fef2c11c4fa06c",
          "uid": "instructor_5db2aecc976b633b90535628",
          "name": "David Anderson",
          "quality": null,
          "quality_count": null,
          "instructor_url": "/instructors/DAVID_ANDERSON--instructor_5db2aecc976b633b90535628"
        }
      ],
      "instructorHistory": null,
      "courseComparison": null,
      "claim": {
        "citations": [
          {
            "instructor_name": "Jun Yin",
            "review_date": "2014-12-23 12:32:48 +0000 UTC",
            "review_id": "a129d5c94dd1eab3ffb28c09",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:1699172",
            "source_review_id": "UmF0aW5nLTI0MTc1NzMx",
            "source_url": "https://www.ratemyprofessors.com/professor/1699172",
            "type": "review"
          },
          {
            "instructor_name": "Hao Shen",
            "review_date": "2023-12-16 17:06:53 +0000 UTC",
            "review_id": "31e19122c749e0a9a3e7b2e5",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2674823",
            "source_review_id": "UmF0aW5nLTM4NzA2ODk0",
            "source_url": "https://www.ratemyprofessors.com/professor/2674823",
            "type": "review"
          }
        ],
        "text": "Historical reviews of Hao Shen, Jun Yin: Jun Yin's materials were hard with a weird curve, while Hao Shen was very test-heavy and did not provide proper preparation for exams."
      },
      "reviewFiles": [
        "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_b533f0f6b5fef2c11c4fa06c-0.json"
      ]
    }
  },
  {
    "course_uid": "course_ca15df4740b1471d223b790c",
    "course_id": "MATH 721",
    "title": "A FIRST COURSE IN REAL ANALYSIS",
    "credits_min": 3,
    "credits_max": 3,
    "gpa": 3.606,
    "badges": [
      {
        "id": "rated-teacher",
        "label": "Highly rated instructor",
        "tone": "positive",
        "evidence": "Fall 2026: Brian Street (4.06/5 adjusted; 112 ratings). At least one assigned instructor qualifies. This describes instructor reviews across courses, not a course rating.",
        "sources": [
          {
            "label": "Brian Street",
            "href": "/instructors/BRIAN_STREET"
          }
        ]
      },
      {
        "id": "grade-outcomes",
        "label": "Higher grades",
        "tone": "positive",
        "evidence": "Fall 2025 · latest released grades before Fall 2026: 3.47 GPA across 31 letter grades, versus 3.25 for Mathematics (43 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/MATH_721#grades"
          }
        ]
      }
    ],
    "description": "A first course in real analysis covering measures, integration, differentiation, and Hilbert spaces.",
    "discovery": {
      "term": "1272",
      "offered": true,
      "history": {
        "counts": [
          62,
          28,
          41,
          12,
          6,
          0,
          0
        ],
        "count": 149,
        "gpa": 3.4295302013422817,
        "topShare": 60.40268456375839,
        "firstTerm": "1232",
        "lastTerm": "1262"
      },
      "instructors": [
        {
          "course_uid": "course_ca15df4740b1471d223b790c",
          "uid": "instructor_d9e6dc7c2525e05e8417649d",
          "name": "Brian Street",
          "quality": 4.058740270234333,
          "quality_count": 112,
          "instructor_url": "/instructors/BRIAN_STREET"
        }
      ],
      "instructorHistory": null,
      "courseComparison": null,
      "claim": {
        "citations": [
          {
            "instructor_name": "Alexandru Ionescu",
            "review_date": "2004-04-26 10:42:32 +0000 UTC",
            "review_id": "161bd1b25fc9a76806710c8d",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:290819",
            "source_review_id": "UmF0aW5nLTIwMzIzMTI=",
            "source_url": "https://www.ratemyprofessors.com/professor/290819",
            "type": "review"
          },
          {
            "instructor_name": "Betsy (Lindsay) Stovall",
            "review_date": "2014-12-18 11:55:29 +0000 UTC",
            "review_id": "6af027f64a7dab6776196a07",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:1786920",
            "source_review_id": "UmF0aW5nLTI0MTMyMDAw",
            "source_url": "https://www.ratemyprofessors.com/professor/1786920",
            "type": "review"
          },
          {
            "instructor_name": "Betsy (Lindsay) Stovall",
            "review_date": "2014-12-21 20:35:31 +0000 UTC",
            "review_id": "18cc0cd566f49a0e01c5ffc8",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:1786920",
            "source_review_id": "UmF0aW5nLTI0MTYzNzM3",
            "source_url": "https://www.ratemyprofessors.com/professor/1786920",
            "type": "review"
          },
          {
            "instructor_name": "Betsy (Lindsay) Stovall",
            "review_date": "2017-12-14 14:04:25 +0000 UTC",
            "review_id": "8aae2014945fb4ddde8b1c65",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:1786920",
            "source_review_id": "UmF0aW5nLTI5MTk5Njk2",
            "source_url": "https://www.ratemyprofessors.com/professor/1786920",
            "type": "review"
          }
        ],
        "text": "Historical reviews of Alexandru Ionescu, Betsy (Lindsay) Stovall: Reviews consistently characterize the course as hard with difficult homework and exams. Students report learning significantly from the challenging assignments."
      },
      "reviewFiles": [
        "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_ca15df4740b1471d223b790c-0.json"
      ]
    }
  },
  {
    "course_uid": "course_0dd25611eebe714d971b7bfb",
    "course_id": "MATH 522",
    "title": "ANALYSIS II",
    "credits_min": 3,
    "credits_max": 3,
    "gpa": 3.209,
    "badges": [
      {
        "id": "lecture-size",
        "label": "Small lectures",
        "tone": "neutral",
        "evidence": "Fall 2026: median 24.5 enrolled students across 2 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/MATH_522#schedule"
          }
        ]
      }
    ],
    "description": "Covers special functions, series, metric space topology, and differential calculus in normed spaces.",
    "discovery": {
      "term": "1272",
      "offered": true,
      "history": {
        "counts": [
          176,
          38,
          48,
          24,
          25,
          6,
          3
        ],
        "count": 320,
        "gpa": 3.428125,
        "topShare": 66.875,
        "firstTerm": "1224",
        "lastTerm": "1264"
      },
      "instructors": [
        {
          "course_uid": "course_0dd25611eebe714d971b7bfb",
          "uid": "instructor_0d34b3b5979c3c964a0896c9",
          "name": "Xianghong Gong",
          "quality": 2.2177556104931555,
          "quality_count": 63,
          "instructor_url": "/instructors/XIANGHONG_GONG"
        }
      ],
      "instructorHistory": null,
      "courseComparison": null,
      "claim": {
        "citations": [
          {
            "instructor_name": "Xianghong Gong",
            "review_date": "2019-09-05 17:06:14 +0000 UTC",
            "review_id": "ebb53353c24d8e94be9b509f",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:517842",
            "source_review_id": "UmF0aW5nLTMyMjE0NjY2",
            "source_url": "https://www.ratemyprofessors.com/professor/517842",
            "type": "review"
          }
        ],
        "text": "The course is rated as difficult, with students finding the lecture structure challenging to navigate due to lack of clarity."
      },
      "reviewFiles": [
        "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_0dd25611eebe714d971b7bfb-0.json"
      ]
    }
  },
  {
    "course_uid": "course_639b02029dbf953b9704cd63",
    "course_id": "COMPSCI/ISYE/MATH/STAT 726",
    "title": "NONLINEAR OPTIMIZATION I",
    "credits_min": 3,
    "credits_max": 3,
    "gpa": 3.408,
    "badges": [
      {
        "id": "lecture-size",
        "label": "Small lectures",
        "tone": "neutral",
        "evidence": "Fall 2026: median 7 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/COMPSCI_ISYE_MATH_STAT_726#schedule"
          }
        ]
      }
    ],
    "description": "Covers theory and algorithms for nonlinear optimization, focusing on unconstrained methods like quasi-Newton and trust-region techniques.",
    "discovery": {
      "term": "1272",
      "offered": true,
      "history": {
        "counts": [
          79,
          95,
          55,
          14,
          4,
          0,
          3
        ],
        "count": 250,
        "gpa": 3.426,
        "topShare": 69.6,
        "firstTerm": "1224",
        "lastTerm": "1264"
      },
      "instructors": [
        {
          "course_uid": "course_639b02029dbf953b9704cd63",
          "uid": "instructor_a270e82be07bd3a275f6e005",
          "name": "Stephen Wright",
          "quality": 3.839790522364397,
          "quality_count": 10,
          "instructor_url": "/instructors/STEPHEN_WRIGHT"
        }
      ],
      "instructorHistory": null,
      "courseComparison": null,
      "claim": {
        "citations": [
          {
            "instructor_name": "Stephen Wright",
            "review_date": "2018-05-14 18:44:02 +0000 UTC",
            "review_id": "d3d89b29af16733c1c770fb9",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:1895834",
            "source_review_id": "UmF0aW5nLTMwMTA0MjAw",
            "source_url": "https://www.ratemyprofessors.com/professor/1895834",
            "type": "review"
          },
          {
            "instructor_name": "Stephen Wright",
            "review_date": "2019-12-14 19:00:26 +0000 UTC",
            "review_id": "9b91b822745c708625b5b0ec",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:1895834",
            "source_review_id": "UmF0aW5nLTMyNjU5MDI2",
            "source_url": "https://www.ratemyprofessors.com/professor/1895834",
            "type": "review"
          }
        ],
        "text": "Assignments are graded harshly, and the course is notoriously difficult, requiring significant preparation to keep up with the rigorous material."
      },
      "reviewFiles": [
        "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_639b02029dbf953b9704cd63-0.json"
      ]
    }
  },
  {
    "course_uid": "course_c9bdf631650ccfb896fcfc26",
    "course_id": "MATH 141",
    "title": "QUANTITATIVE REASONING AND PROBLEM SOLVING",
    "credits_min": 3,
    "credits_max": 3,
    "gpa": 3.12,
    "badges": [
      {
        "id": "grade-outcomes",
        "label": "Higher grades",
        "tone": "positive",
        "evidence": "Spring 2026 · latest released grades before Fall 2026: 3.36 GPA across 108 letter grades, versus 3.14 for Mathematics (42 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/MATH_141#grades"
          }
        ]
      },
      {
        "id": "lecture-size",
        "label": "Large lectures",
        "tone": "neutral",
        "evidence": "Fall 2026: median 101.5 enrolled students across 2 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/MATH_141#schedule"
          }
        ]
      }
    ],
    "description": "MATH 141 develops quantitative reasoning and problem-solving skills for students satisfying the Quantitative Reasoning Part A requirement without pursuing calculus.",
    "discovery": {
      "term": "1272",
      "offered": true,
      "history": {
        "counts": [
          449,
          202,
          201,
          41,
          52,
          23,
          7
        ],
        "count": 975,
        "gpa": 3.421025641025641,
        "topShare": 66.76923076923077,
        "firstTerm": "1224",
        "lastTerm": "1264"
      },
      "instructors": [
        {
          "course_uid": "course_c9bdf631650ccfb896fcfc26",
          "uid": "instructor_6f9ca6a9752eddd490a83e1c",
          "name": "Mitch Phillipson",
          "quality": null,
          "quality_count": null,
          "instructor_url": "/instructors/MITCH_PHILLIPSON"
        }
      ],
      "instructorHistory": null,
      "courseComparison": null,
      "claim": {
        "citations": [
          {
            "instructor_name": "Travis Olson",
            "review_date": "2026-04-14 05:24:18 +0000 UTC",
            "review_id": "3440d15ecf8b8066dfdc13ea",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2912119",
            "source_review_id": "UmF0aW5nLTQyODMwNzE3",
            "source_url": "https://www.ratemyprofessors.com/professor/2912119",
            "type": "review"
          },
          {
            "instructor_name": "Joel Robbin",
            "review_date": "2006-12-19 19:37:55 +0000 UTC",
            "review_id": "4e7262cebefad1d26f5c7774",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:202885",
            "source_review_id": "UmF0aW5nLTEyNjQ4MzI5",
            "source_url": "https://www.ratemyprofessors.com/professor/202885",
            "type": "review"
          }
        ],
        "text": "Historical reviews of Joel Robbin, Travis Olson: Students report easy tests with frequent drops and no final exam, though Joel Robbin's reviews note the material can be unclear without self-study."
      },
      "reviewFiles": [
        "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_c9bdf631650ccfb896fcfc26-0.json"
      ]
    }
  },
  {
    "course_uid": "course_85a2851be919e3db46f0fbc1",
    "course_id": "MATH 535",
    "title": "MATHEMATICAL METHODS IN DATA SCIENCE",
    "credits_min": 3,
    "credits_max": 3,
    "gpa": 3.497,
    "badges": [
      {
        "id": "grade-outcomes",
        "label": "Higher grades",
        "tone": "positive",
        "evidence": "Spring 2026 · latest released grades before Fall 2026: 3.87 GPA across 46 letter grades, versus 3.14 for Mathematics (42 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/MATH_535#grades"
          }
        ]
      }
    ],
    "description": "MATH 535 teaches mathematical methods for data science, including matrix factorizations, optimization, and probabilistic models.",
    "discovery": {
      "term": "1272",
      "offered": true,
      "history": {
        "counts": [
          225,
          42,
          98,
          17,
          27,
          10,
          6
        ],
        "count": 425,
        "gpa": 3.4058823529411764,
        "topShare": 62.82352941176471,
        "firstTerm": "1224",
        "lastTerm": "1264"
      },
      "instructors": [
        {
          "course_uid": "course_85a2851be919e3db46f0fbc1",
          "uid": "instructor_e9dd6e6897f68e46e794e28a",
          "name": "Thu Le",
          "quality": 3.1580439915623564,
          "quality_count": 19,
          "instructor_url": "/instructors/THU_LE"
        }
      ],
      "instructorHistory": null,
      "courseComparison": null,
      "claim": {
        "citations": [
          {
            "instructor_name": "Sebastien Roch",
            "review_date": "2022-11-14 18:43:13 +0000 UTC",
            "review_id": "5baaf784dec668003f51e692",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:1781624",
            "source_review_id": "UmF0aW5nLTM2ODI4NDY0",
            "source_url": "https://www.ratemyprofessors.com/professor/1781624",
            "type": "review"
          },
          {
            "instructor_name": "Hanbaek Lyu",
            "review_date": "2023-05-18 03:02:29 +0000 UTC",
            "review_id": "40e56987a5609337d0e8f1d7",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2911773",
            "source_review_id": "UmF0aW5nLTM3OTUwNzMz",
            "source_url": "https://www.ratemyprofessors.com/professor/2911773",
            "type": "review"
          },
          {
            "instructor_name": "Sebastien Roch",
            "review_date": "2024-04-11 21:21:56 +0000 UTC",
            "review_id": "168c2120a6a814e7641cd631",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:1781624",
            "source_review_id": "UmF0aW5nLTM5MTU4Nzc0",
            "source_url": "https://www.ratemyprofessors.com/professor/1781624",
            "type": "review"
          }
        ],
        "text": "Historical reviews of Hanbaek Lyu, Sebastien Roch: Reviewers describe the homework and exams as challenging, with some noting that the course feels like a proof-heavy extension of linear algebra rather than a data science course."
      },
      "reviewFiles": [
        "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_85a2851be919e3db46f0fbc1-0.json"
      ]
    }
  },
  {
    "course_uid": "course_2a00c702ff402614a950606e",
    "course_id": "MATH/STAT 309",
    "title": "INTRODUCTION TO PROBABILITY AND MATHEMATICAL STATISTICS I",
    "credits_min": 3,
    "credits_max": 3,
    "gpa": 3.208,
    "badges": [],
    "description": "Introduction to probability and mathematical statistics covering distributions, moments, and estimation.",
    "discovery": {
      "term": "1272",
      "offered": true,
      "history": {
        "counts": [
          408,
          143,
          152,
          66,
          78,
          39,
          6
        ],
        "count": 892,
        "gpa": 3.305493273542601,
        "topShare": 61.77130044843049,
        "firstTerm": "1224",
        "lastTerm": "1264"
      },
      "instructors": [
        {
          "course_uid": "course_2a00c702ff402614a950606e",
          "uid": "instructor_595d1dead150732dcfda51bd",
          "name": "Rishabh Dudeja",
          "quality": 3.9689890642666117,
          "quality_count": 6,
          "instructor_url": "/instructors/RISHABH_DUDEJA"
        },
        {
          "course_uid": "course_2a00c702ff402614a950606e",
          "uid": "instructor_3272c3c61cb08e4f362e009f",
          "name": "Nicolas Garcia Trillos",
          "quality": null,
          "quality_count": null,
          "instructor_url": "/instructors/NICOLAS_GARCIA_TRILLOS"
        },
        {
          "course_uid": "course_2a00c702ff402614a950606e",
          "uid": "instructor_d0e5752a2782665fae84fce2",
          "name": "Rheetoja Saha",
          "quality": null,
          "quality_count": null,
          "instructor_url": "/instructors/RHEETOJA_SAHA"
        },
        {
          "course_uid": "course_2a00c702ff402614a950606e",
          "uid": "instructor_934d3191f33f423313a364ac",
          "name": "Young-Joo Yun",
          "quality": null,
          "quality_count": null,
          "instructor_url": "/instructors/YOUNG-JOO_YUN"
        }
      ],
      "instructorHistory": null,
      "courseComparison": null,
      "claim": {
        "citations": [
          {
            "instructor_name": "Rishabh  Dudeja",
            "review_date": "2024-12-23 10:18:04 +0000 UTC",
            "review_id": "da6a3bdfe742a01448b7db2f",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:3048822",
            "source_review_id": "UmF0aW5nLTQwNDIyMjcx",
            "source_url": "https://www.ratemyprofessors.com/professor/3048822",
            "type": "review"
          },
          {
            "instructor_name": "Rishabh  Dudeja",
            "review_date": "2025-02-25 07:10:47 +0000 UTC",
            "review_id": "d0d527a21da0c2d145b83014",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:3048822",
            "source_review_id": "UmF0aW5nLTQwNzA1NTcy",
            "source_url": "https://www.ratemyprofessors.com/professor/3048822",
            "type": "review"
          },
          {
            "instructor_name": "Rishabh  Dudeja",
            "review_date": "2025-10-15 18:08:30 +0000 UTC",
            "review_id": "b369dc3a17f764c95e5b7d28",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:3048822",
            "source_review_id": "UmF0aW5nLTQxNzE5Njk5",
            "source_url": "https://www.ratemyprofessors.com/professor/3048822",
            "type": "review"
          }
        ],
        "text": "The workload includes ten homeworks, one midterm, and one final, with exams described as easy if students engage with the provided materials."
      },
      "reviewFiles": [
        "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_2a00c702ff402614a950606e-0.json"
      ]
    }
  },
  {
    "course_uid": "course_1f8e8903c7761a5fe852a4bc",
    "course_id": "MATH 319",
    "title": "TECHNIQUES IN ORDINARY DIFFERENTIAL EQUATIONS",
    "credits_min": 3,
    "credits_max": 3,
    "gpa": 3.013,
    "badges": [
      {
        "id": "grade-outcomes",
        "label": "Higher grades",
        "tone": "positive",
        "evidence": "Spring 2026 · latest released grades before Fall 2026: 3.51 GPA across 109 letter grades, versus 3.14 for Mathematics (42 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/MATH_319#grades"
          }
        ]
      },
      {
        "id": "lecture-size",
        "label": "Large lectures",
        "tone": "neutral",
        "evidence": "Fall 2026: median 119 enrolled students across 1 recorded lecture section. 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/MATH_319#schedule"
          }
        ]
      }
    ],
    "description": "MATH 319 teaches techniques for solving linear ordinary differential equations, including series solutions, boundary value problems, Laplace transforms, and numerical methods.",
    "discovery": {
      "term": "1272",
      "offered": true,
      "history": {
        "counts": [
          377,
          142,
          156,
          64,
          79,
          26,
          11
        ],
        "count": 855,
        "gpa": 3.294736842105263,
        "topShare": 60.70175438596491,
        "firstTerm": "1224",
        "lastTerm": "1264"
      },
      "instructors": [
        {
          "course_uid": "course_1f8e8903c7761a5fe852a4bc",
          "uid": "instructor_2b9bf73a637e6fe4e4c8cadd",
          "name": "Hanbaek Yu",
          "quality": null,
          "quality_count": null,
          "instructor_url": "/instructors/HANBAEK_YU"
        },
        {
          "course_uid": "course_1f8e8903c7761a5fe852a4bc",
          "uid": "instructor_869cdd77fbaa338f2b8e0ccc",
          "name": "Shuqi Bi",
          "quality": null,
          "quality_count": null,
          "instructor_url": "/instructors/SHUQI_BI"
        },
        {
          "course_uid": "course_1f8e8903c7761a5fe852a4bc",
          "uid": "instructor_5c7811ebe918eed0b161b859",
          "name": "Wendi Lu",
          "quality": null,
          "quality_count": null,
          "instructor_url": "/instructors/WENDI_LU"
        }
      ],
      "instructorHistory": null,
      "courseComparison": null,
      "claim": {
        "citations": [
          {
            "instructor_name": "Xiuxiong Chen",
            "review_date": "2007-01-23 00:32:48 +0000 UTC",
            "review_id": "c7e40d1454e5b68a93dd2cf3",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:791230",
            "source_review_id": "UmF0aW5nLTEyODA5MTY2",
            "source_url": "https://www.ratemyprofessors.com/professor/791230",
            "type": "review"
          },
          {
            "instructor_name": "Jessica Lin",
            "review_date": "2015-04-21 03:04:07 +0000 UTC",
            "review_id": "8b5b3be0f1aa1921fa6733c7",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2003430",
            "source_review_id": "UmF0aW5nLTI0NjM0NjQx",
            "source_url": "https://www.ratemyprofessors.com/professor/2003430",
            "type": "review"
          },
          {
            "instructor_name": "Mihaela Ifrim",
            "review_date": "2025-04-16 04:37:56 +0000 UTC",
            "review_id": "b30761e552a753cb537bcd7a",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2407195",
            "source_review_id": "UmF0aW5nLTQwOTUzMTc4",
            "source_url": "https://www.ratemyprofessors.com/professor/2407195",
            "type": "review"
          }
        ],
        "text": "Historical reviews of Jessica Lin, Mihaela Ifrim, Xiuxiong Chen: Workload varies from memorizing the textbook to managing a heavy time crunch on tests, with some students noting simple mistakes in homework assignments."
      },
      "reviewFiles": [
        "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_1f8e8903c7761a5fe852a4bc-0.json"
      ]
    }
  },
  {
    "course_uid": "course_e593b86c370a0c671af794df",
    "course_id": "MATH/STAT 310",
    "title": "INTRODUCTION TO PROBABILITY AND MATHEMATICAL STATISTICS II",
    "credits_min": 3,
    "credits_max": 3,
    "gpa": 3.194,
    "badges": [],
    "description": "Introduction to mathematical statistical inference, focusing on likelihood, estimation, and hypothesis testing.",
    "discovery": {
      "term": "1272",
      "offered": true,
      "history": {
        "counts": [
          198,
          89,
          126,
          44,
          32,
          14,
          5
        ],
        "count": 508,
        "gpa": 3.286417322834646,
        "topShare": 56.496062992125985,
        "firstTerm": "1224",
        "lastTerm": "1264"
      },
      "instructors": [
        {
          "course_uid": "course_e593b86c370a0c671af794df",
          "uid": "instructor_d7b41c083f24f56aff511a2a",
          "name": "Keith Levin",
          "quality": 2.388801606540721,
          "quality_count": 52,
          "instructor_url": "/instructors/KEITH_LEVIN"
        },
        {
          "course_uid": "course_e593b86c370a0c671af794df",
          "uid": "instructor_6a0b82d758106fd1d7960eca",
          "name": "AJ Fagan",
          "quality": null,
          "quality_count": null,
          "instructor_url": "/instructors/AJ_FAGAN"
        }
      ],
      "instructorHistory": null,
      "courseComparison": null,
      "claim": {
        "citations": [
          {
            "instructor_name": "Keith Levin",
            "review_date": "2023-10-18 00:54:25 +0000 UTC",
            "review_id": "356f8877aad487851324b0bc",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2726941",
            "source_review_id": "UmF0aW5nLTM4Mjg0MDk3",
            "source_url": "https://www.ratemyprofessors.com/professor/2726941",
            "type": "review"
          },
          {
            "instructor_name": "Keith Levin",
            "review_date": "2023-12-04 23:47:29 +0000 UTC",
            "review_id": "d3e74b2cc07889762b2904d4",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2726941",
            "source_review_id": "UmF0aW5nLTM4NTEyNTEz",
            "source_url": "https://www.ratemyprofessors.com/professor/2726941",
            "type": "review"
          },
          {
            "instructor_name": "Keith Levin",
            "review_date": "2023-12-16 18:48:56 +0000 UTC",
            "review_id": "4e1f62bf35fc0f2008fc2cf4",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2726941",
            "source_review_id": "UmF0aW5nLTM4NzA3ODA1",
            "source_url": "https://www.ratemyprofessors.com/professor/2726941",
            "type": "review"
          },
          {
            "instructor_name": "Keith Levin",
            "review_date": "2024-10-31 20:02:32 +0000 UTC",
            "review_id": "a2f020b70cc0f403ed63e829",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2726941",
            "source_review_id": "UmF0aW5nLTM5ODc4NTM2",
            "source_url": "https://www.ratemyprofessors.com/professor/2726941",
            "type": "review"
          },
          {
            "instructor_name": "Keith Levin",
            "review_date": "2024-12-12 23:30:48 +0000 UTC",
            "review_id": "d77c091124318eb185e441d9",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2726941",
            "source_review_id": "UmF0aW5nLTQwMjYxOTMx",
            "source_url": "https://www.ratemyprofessors.com/professor/2726941",
            "type": "review"
          },
          {
            "instructor_name": "Keith Levin",
            "review_date": "2025-07-11 17:51:05 +0000 UTC",
            "review_id": "c55eb89b5db8024217e051e9",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2726941",
            "source_review_id": "UmF0aW5nLTQwMjY2OTQw",
            "source_url": "https://www.ratemyprofessors.com/professor/2726941",
            "type": "review"
          },
          {
            "instructor_name": "Keith Levin",
            "review_date": "2025-11-25 23:25:37 +0000 UTC",
            "review_id": "f1c4b74f5a22410d994738e4",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2726941",
            "source_review_id": "UmF0aW5nLTQxOTUzNDE2",
            "source_url": "https://www.ratemyprofessors.com/professor/2726941",
            "type": "review"
          },
          {
            "instructor_name": "Keith Levin",
            "review_date": "2025-12-25 05:52:49 +0000 UTC",
            "review_id": "33c8b1cb2dcbb282c1d402a2",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2726941",
            "source_review_id": "UmF0aW5nLTQyMzk2MDE2",
            "source_url": "https://www.ratemyprofessors.com/professor/2726941",
            "type": "review"
          }
        ],
        "text": "The course is described as difficult and intense, with long homeworks, high-stakes exams, and a significant gap between lecture content and test material."
      },
      "reviewFiles": [
        "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_e593b86c370a0c671af794df-0.json"
      ]
    }
  },
  {
    "course_uid": "course_60c2767a206a079d3af2a1a4",
    "course_id": "MATH 542",
    "title": "MODERN ALGEBRA 2",
    "credits_min": 3,
    "credits_max": 3,
    "gpa": 3.299,
    "badges": [
      {
        "id": "grade-outcomes",
        "label": "Higher grades",
        "tone": "positive",
        "evidence": "Spring 2026 · latest released grades before Fall 2026: 3.34 GPA across 31 letter grades, versus 3.14 for Mathematics (42 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/MATH_542#grades"
          }
        ]
      }
    ],
    "description": "Modern Algebra 2 covers field theory, polynomial roots, and linear algebra topics including canonical forms and determinants.",
    "discovery": {
      "term": "1272",
      "offered": true,
      "history": {
        "counts": [
          94,
          41,
          55,
          18,
          19,
          6,
          3
        ],
        "count": 236,
        "gpa": 3.277542372881356,
        "topShare": 57.20338983050848,
        "firstTerm": "1224",
        "lastTerm": "1264"
      },
      "instructors": [
        {
          "course_uid": "course_60c2767a206a079d3af2a1a4",
          "uid": "instructor_d8e21dc656f2a3ade8f11194",
          "name": "Robert Lemke Oliver",
          "quality": null,
          "quality_count": null,
          "instructor_url": "/instructors/ROBERT_LEMKE_OLIVER"
        }
      ],
      "instructorHistory": null,
      "courseComparison": null,
      "claim": {
        "citations": [
          {
            "instructor_name": "Paul Terwilliger",
            "review_date": "2017-03-27 10:31:06 +0000 UTC",
            "review_id": "2ee50a9a2a8dbcb9bf9494c5",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:952212",
            "source_review_id": "UmF0aW5nLTI3OTUxMjg5",
            "source_url": "https://www.ratemyprofessors.com/professor/952212",
            "type": "review"
          },
          {
            "instructor_name": "Paul Apisa",
            "review_date": "2024-07-20 04:36:57 +0000 UTC",
            "review_id": "a1b98b0bdb8d63427d4c95c8",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2846901",
            "source_review_id": "UmF0aW5nLTM5NjMzNjI1",
            "source_url": "https://www.ratemyprofessors.com/professor/2846901",
            "type": "review"
          },
          {
            "instructor_name": "Joshua Mundinger",
            "review_date": "2025-05-15 04:38:48 +0000 UTC",
            "review_id": "fb9fafb9f8f1faa25b93a245",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2967013",
            "source_review_id": "UmF0aW5nLTQxMjg5ODcz",
            "source_url": "https://www.ratemyprofessors.com/professor/2967013",
            "type": "review"
          },
          {
            "instructor_name": "Uri Andrews",
            "review_date": "2026-03-31 16:23:48 +0000 UTC",
            "review_id": "3ca8e79759200ebd4bf8cc97",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:1503053",
            "source_review_id": "UmF0aW5nLTQyNzYwNzAy",
            "source_url": "https://www.ratemyprofessors.com/professor/1503053",
            "type": "review"
          }
        ],
        "text": "Historical reviews of Joshua Mundinger, Paul Apisa, Paul Terwilliger, Uri Andrews: Students report substantial weekly homework loads, sometimes exceeding 20 hours, and exams that cover extensive material, though some instructors offer flexibility or generous grading."
      },
      "reviewFiles": [
        "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_60c2767a206a079d3af2a1a4-0.json"
      ]
    }
  },
  {
    "course_uid": "course_c602622d732dbbc9aceeeddf",
    "course_id": "ISYE/MATH/OTM/STAT 632",
    "title": "INTRODUCTION TO STOCHASTIC PROCESSES",
    "credits_min": 3,
    "credits_max": 3,
    "gpa": 3.155,
    "badges": [
      {
        "id": "rated-teacher",
        "label": "Highly rated instructor",
        "tone": "positive",
        "evidence": "Fall 2026: Timo Seppalainen (4.36/5 adjusted; 22 ratings). At least one assigned instructor qualifies. This describes instructor reviews across courses, not a course rating.",
        "sources": [
          {
            "label": "Timo Seppalainen",
            "href": "/instructors/TIMO_SEPPALAINEN"
          }
        ]
      },
      {
        "id": "lecture-size",
        "label": "Small lectures",
        "tone": "neutral",
        "evidence": "Fall 2026: median 5.5 enrolled students across 8 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/ISYE_MATH_OTM_STAT_632#schedule"
          }
        ]
      }
    ],
    "description": "Introduction to stochastic processes covering Markov chains, point processes, and renewal theory with applications to queueing and branching models.",
    "discovery": {
      "term": "1272",
      "offered": true,
      "history": {
        "counts": [
          199,
          104,
          130,
          33,
          50,
          15,
          4
        ],
        "count": 535,
        "gpa": 3.2663551401869158,
        "topShare": 56.63551401869159,
        "firstTerm": "1224",
        "lastTerm": "1264"
      },
      "instructors": [
        {
          "course_uid": "course_c602622d732dbbc9aceeeddf",
          "uid": "instructor_0c76709959a18ffe5c653f42",
          "name": "Timo Seppalainen",
          "quality": 4.361755135022189,
          "quality_count": 22,
          "instructor_url": "/instructors/TIMO_SEPPALAINEN"
        },
        {
          "course_uid": "course_c602622d732dbbc9aceeeddf",
          "uid": "instructor_81b19386639c1eb68bbb4ae0",
          "name": "Benedek Valko",
          "quality": 3.899035743144415,
          "quality_count": 28,
          "instructor_url": "/instructors/BENEDEK_VALKO"
        }
      ],
      "instructorHistory": null,
      "courseComparison": null,
      "claim": {
        "citations": [
          {
            "instructor_name": "Timo Seppalainen",
            "review_date": "2019-03-14 17:11:41 +0000 UTC",
            "review_id": "dd201420b21b666f3645a63b",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:1006782",
            "source_review_id": "UmF0aW5nLTMxNDM2OTcy",
            "source_url": "https://www.ratemyprofessors.com/professor/1006782",
            "type": "review"
          },
          {
            "instructor_name": "Benedek Valko",
            "review_date": "2025-12-17 05:01:32 +0000 UTC",
            "review_id": "986dd7abf79ee1a6438ec95f",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:1566085",
            "source_review_id": "UmF0aW5nLTQyMzAzNDI2",
            "source_url": "https://www.ratemyprofessors.com/professor/1566085",
            "type": "review"
          }
        ],
        "text": "Seppalainen assigns challenging homework that is harder than exams, while Valko uses a grading scheme based on multiple weighted components rather than heavy testing."
      },
      "reviewFiles": [
        "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_c602622d732dbbc9aceeeddf-0.json"
      ]
    }
  },
  {
    "course_uid": "course_fa53f4954bab469b5d4c4fe3",
    "course_id": "MATH 341",
    "title": "LINEAR ALGEBRA",
    "credits_min": 3,
    "credits_max": 3,
    "gpa": 3.175,
    "badges": [],
    "description": "MATH 341 introduces the theory of linear algebra with a focus on proofs, covering vector spaces, transformations, and eigenvalues.",
    "discovery": {
      "term": "1272",
      "offered": true,
      "history": {
        "counts": [
          302,
          106,
          150,
          66,
          49,
          13,
          20
        ],
        "count": 706,
        "gpa": 3.264872521246459,
        "topShare": 57.79036827195468,
        "firstTerm": "1224",
        "lastTerm": "1264"
      },
      "instructors": [
        {
          "course_uid": "course_fa53f4954bab469b5d4c4fe3",
          "uid": "instructor_14f5202904355297fd0f984a",
          "name": "Laurentiu Maxim",
          "quality": 3.0230616116599256,
          "quality_count": 89,
          "instructor_url": "/instructors/LAURENTIU_MAXIM"
        },
        {
          "course_uid": "course_fa53f4954bab469b5d4c4fe3",
          "uid": "instructor_eb33bf09a4c3845c620ccb0e",
          "name": "Pedro Abdalla Teixeira",
          "quality": null,
          "quality_count": null,
          "instructor_url": "/instructors/PEDRO_ABDALLA_TEIXEIRA"
        }
      ],
      "instructorHistory": null,
      "courseComparison": null,
      "claim": {
        "citations": [
          {
            "instructor_name": "Howard Becker",
            "review_date": "2015-05-15 19:46:08 +0000 UTC",
            "review_id": "ea77079477e35ee059b9567a",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:1912162",
            "source_review_id": "UmF0aW5nLTI0ODQyNzE4",
            "source_url": "https://www.ratemyprofessors.com/professor/1912162",
            "type": "review"
          },
          {
            "instructor_name": "Jack Burkart",
            "review_date": "2022-01-28 20:30:53 +0000 UTC",
            "review_id": "c780406b0f7269fb9ed3da19",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2730731",
            "source_review_id": "UmF0aW5nLTM1ODA4NjIz",
            "source_url": "https://www.ratemyprofessors.com/professor/2730731",
            "type": "review"
          }
        ],
        "text": "Historical reviews of Howard Becker, Jack Burkart: Homework is described as moderate or hard and time-consuming. Exams are moderate to difficult, requiring students to apply class concepts to construct their own proofs."
      },
      "reviewFiles": [
        "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_fa53f4954bab469b5d4c4fe3-0.json"
      ]
    }
  },
  {
    "course_uid": "course_7d3f055b392d74c588d35d0b",
    "course_id": "MATH 551",
    "title": "POINT-SET TOPOLOGY",
    "credits_min": 3,
    "credits_max": 3,
    "gpa": 3.145,
    "badges": [
      {
        "id": "rated-teacher",
        "label": "Highly rated instructor",
        "tone": "positive",
        "evidence": "Fall 2026: Caglar Uyanik (4.37/5 adjusted; 29 ratings). At least one assigned instructor qualifies. This describes instructor reviews across courses, not a course rating.",
        "sources": [
          {
            "label": "Caglar Uyanik",
            "href": "/instructors/CAGLAR_UYANIK"
          }
        ]
      }
    ],
    "description": "Covers topological spaces, connectedness, compactness, separation axioms, and metric spaces.",
    "discovery": {
      "term": "1272",
      "offered": true,
      "history": {
        "counts": [
          152,
          56,
          79,
          28,
          32,
          10,
          6
        ],
        "count": 363,
        "gpa": 3.2644628099173554,
        "topShare": 57.30027548209367,
        "firstTerm": "1224",
        "lastTerm": "1264"
      },
      "instructors": [
        {
          "course_uid": "course_7d3f055b392d74c588d35d0b",
          "uid": "instructor_1ef4ea987a48aaba8c95fe68",
          "name": "Caglar Uyanik",
          "quality": 4.370075830019019,
          "quality_count": 29,
          "instructor_url": "/instructors/CAGLAR_UYANIK"
        }
      ],
      "instructorHistory": null,
      "courseComparison": null,
      "claim": {
        "citations": [
          {
            "instructor_name": "Arun Ram",
            "review_date": "2007-12-19 01:55:40 +0000 UTC",
            "review_id": "940135304f7131458f97114d",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:202881",
            "source_review_id": "UmF0aW5nLTEzODcxMzE3",
            "source_url": "https://www.ratemyprofessors.com/professor/202881",
            "type": "review"
          },
          {
            "instructor_name": "Mingzhong Cai",
            "review_date": "2013-08-14 21:45:13 +0000 UTC",
            "review_id": "135ec97f33ea1b0b3a5f1dbc",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:1709676",
            "source_review_id": "UmF0aW5nLTIyMDU0NjQ4",
            "source_url": "https://www.ratemyprofessors.com/professor/1709676",
            "type": "review"
          }
        ],
        "text": "Historical reviews of Arun Ram, Mingzhong Cai: Workload varies significantly; Arun Ram assigned tons of homework causing late nights, while Mingzhong Cai’s take-home exams required over ten hours per midterm despite being difficult."
      },
      "reviewFiles": [
        "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_7d3f055b392d74c588d35d0b-0.json"
      ]
    }
  },
  {
    "course_uid": "course_a0267213f16255cce8332683",
    "course_id": "MATH 415",
    "title": "APPLIED DYNAMICAL SYSTEMS, CHAOS AND MODELING",
    "credits_min": 3,
    "credits_max": 3,
    "gpa": 3.31,
    "badges": [
      {
        "id": "grade-outcomes",
        "label": "Higher grades",
        "tone": "positive",
        "evidence": "Fall 2025 · latest released grades before Fall 2026: 3.47 GPA across 35 letter grades, versus 3.25 for Mathematics (43 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/MATH_415#grades"
          }
        ]
      }
    ],
    "description": "Covers nonlinear dynamical systems, stability, bifurcations, and chaos with scientific applications.",
    "discovery": {
      "term": "1272",
      "offered": true,
      "history": {
        "counts": [
          52,
          28,
          25,
          12,
          17,
          4,
          0
        ],
        "count": 138,
        "gpa": 3.253623188405797,
        "topShare": 57.971014492753625,
        "firstTerm": "1232",
        "lastTerm": "1262"
      },
      "instructors": [
        {
          "course_uid": "course_a0267213f16255cce8332683",
          "uid": "instructor_271b9d1ecd658234318625fa",
          "name": "Pouria Behnoudfar",
          "quality": 3.5736398117796484,
          "quality_count": 3,
          "instructor_url": "/instructors/POURIA_BEHNOUDFAR"
        }
      ],
      "instructorHistory": null,
      "courseComparison": null,
      "claim": {
        "citations": [
          {
            "instructor_name": "Pouria Behnoudfar",
            "review_date": "2025-11-28 21:21:03 +0000 UTC",
            "review_id": "795af2fd4a1aa0f7be05da9f",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:3101377",
            "source_review_id": "UmF0aW5nLTQxOTY1MDUw",
            "source_url": "https://www.ratemyprofessors.com/professor/3101377",
            "type": "review"
          }
        ],
        "text": "Homework is easy, but midterm exams are described as insanely hard, though graded leniently based on comprehension."
      },
      "reviewFiles": [
        "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_a0267213f16255cce8332683-0.json"
      ]
    }
  },
  {
    "course_uid": "course_6c15cc3b45a4c19a3ad6a2cd",
    "course_id": "MATH 213",
    "title": "SURVEY OF CALCULUS 2",
    "credits_min": 3,
    "credits_max": 3,
    "gpa": 3.145,
    "badges": [
      {
        "id": "grade-outcomes",
        "label": "Higher grades",
        "tone": "positive",
        "evidence": "Spring 2026 · latest released grades before Fall 2026: 3.35 GPA across 242 letter grades, versus 3.14 for Mathematics (42 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/MATH_213#grades"
          }
        ]
      },
      {
        "id": "lecture-size",
        "label": "Large lectures",
        "tone": "neutral",
        "evidence": "Fall 2026: median 280 enrolled students across 1 recorded lecture section. 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/MATH_213#schedule"
          }
        ]
      }
    ],
    "description": "Survey of Calculus 2 covers first order differential equations, multivariable calculus, constrained optimization, sequences, series, approximation, and probability with business and social science applications.",
    "discovery": {
      "term": "1272",
      "offered": true,
      "history": {
        "counts": [
          680,
          301,
          423,
          128,
          152,
          60,
          26
        ],
        "count": 1770,
        "gpa": 3.235310734463277,
        "topShare": 55.42372881355932,
        "firstTerm": "1224",
        "lastTerm": "1264"
      },
      "instructors": [
        {
          "course_uid": "course_6c15cc3b45a4c19a3ad6a2cd",
          "uid": "instructor_ed518e0c940f08e15206dbf6",
          "name": "Brian Hepler",
          "quality": null,
          "quality_count": null,
          "instructor_url": "/instructors/BRIAN_HEPLER"
        },
        {
          "course_uid": "course_6c15cc3b45a4c19a3ad6a2cd",
          "uid": "instructor_fe339d92d88ddf550bcc9dc9",
          "name": "Dylan Marker",
          "quality": null,
          "quality_count": null,
          "instructor_url": "/instructors/DYLAN_MARKER"
        },
        {
          "course_uid": "course_6c15cc3b45a4c19a3ad6a2cd",
          "uid": "instructor_12dedd21d3b08f839f5a1e1e",
          "name": "Kanav Madhura",
          "quality": null,
          "quality_count": null,
          "instructor_url": "/instructors/KANAV_MADHURA"
        },
        {
          "course_uid": "course_6c15cc3b45a4c19a3ad6a2cd",
          "uid": "instructor_92d35f888dd15c9e5b8589ad",
          "name": "Karthik Ravishankar",
          "quality": null,
          "quality_count": null,
          "instructor_url": "/instructors/KARTHIK_RAVISHANKAR"
        }
      ],
      "instructorHistory": null,
      "courseComparison": null,
      "claim": {
        "citations": [
          {
            "instructor_name": "Andrej Zlatos",
            "review_date": "2011-04-12 12:29:19 +0000 UTC",
            "review_id": "930ea2a57d57f2c5e68da961",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:537392",
            "source_review_id": "UmF0aW5nLTE4Mzk0ODkz",
            "source_url": "https://www.ratemyprofessors.com/professor/537392",
            "type": "review"
          },
          {
            "instructor_name": "Prerna Gera",
            "review_date": "2021-05-17 13:58:07 +0000 UTC",
            "review_id": "4b736790fe45f27ae23a1c4b",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2449731",
            "source_review_id": "UmF0aW5nLTM0ODA3Nzcz",
            "source_url": "https://www.ratemyprofessors.com/professor/2449731",
            "type": "review"
          },
          {
            "instructor_name": "Boguk Kim",
            "review_date": "2011-01-19 15:45:57 +0000 UTC",
            "review_id": "6e2ad377f5b8a59e01db5f7a",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:1329669",
            "source_review_id": "UmF0aW5nLTE4MTU5ODE1",
            "source_url": "https://www.ratemyprofessors.com/professor/1329669",
            "type": "review"
          }
        ],
        "text": "Historical reviews of Andrej Zlatos, Boguk Kim, Prerna Gera: Students report that homework often differs significantly from quizzes and exams, requiring extra preparation. Workload varies, with some instructors assigning helpful practice while others make assessments disproportionately difficult."
      },
      "reviewFiles": [
        "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_6c15cc3b45a4c19a3ad6a2cd-0.json"
      ]
    }
  },
  {
    "course_uid": "course_f237678d9fac59631b4aa4ff",
    "course_id": "COMPSCI/MATH 514",
    "title": "NUMERICAL ANALYSIS",
    "credits_min": 3,
    "credits_max": 3,
    "gpa": 3.109,
    "badges": [
      {
        "id": "grade-outcomes",
        "label": "Higher grades",
        "tone": "positive",
        "evidence": "Spring 2026 · latest released grades before Fall 2026: 3.77 GPA across 42 letter grades, versus 3.14 for Mathematics (42 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/COMPSCI_MATH_514#grades"
          }
        ]
      },
      {
        "id": "lecture-size",
        "label": "Small lectures",
        "tone": "neutral",
        "evidence": "Fall 2026: median 28 enrolled students across 2 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/COMPSCI_MATH_514#schedule"
          }
        ]
      }
    ],
    "description": "Numerical Analysis covers polynomial approximation, interpolation, splines, numerical integration, and methods for solving ordinary differential equations.",
    "discovery": {
      "term": "1272",
      "offered": true,
      "history": {
        "counts": [
          127,
          56,
          51,
          29,
          33,
          12,
          6
        ],
        "count": 314,
        "gpa": 3.2085987261146496,
        "topShare": 58.28025477707006,
        "firstTerm": "1232",
        "lastTerm": "1264"
      },
      "instructors": [
        {
          "course_uid": "course_f237678d9fac59631b4aa4ff",
          "uid": "instructor_ab5c68c5e0b538ecb5a4949f",
          "name": "Qin Li",
          "quality": 3.7357024098110814,
          "quality_count": 28,
          "instructor_url": "/instructors/QIN_LI"
        }
      ],
      "instructorHistory": null,
      "courseComparison": null,
      "claim": {
        "citations": [
          {
            "instructor_name": "Qin  Li",
            "review_date": "2017-01-18 16:08:45 +0000 UTC",
            "review_id": "b548c2047381f6f62e056453",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2059558",
            "source_review_id": "UmF0aW5nLTI3NzQ5Nzg5",
            "source_url": "https://www.ratemyprofessors.com/professor/2059558",
            "type": "review"
          },
          {
            "instructor_name": "Qin  Li",
            "review_date": "2020-05-03 21:15:27 +0000 UTC",
            "review_id": "f3192ba4974064931f744dbf",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2059558",
            "source_review_id": "UmF0aW5nLTMzMTkwNzE0",
            "source_url": "https://www.ratemyprofessors.com/professor/2059558",
            "type": "review"
          },
          {
            "instructor_name": "Qin  Li",
            "review_date": "2024-06-01 02:14:34 +0000 UTC",
            "review_id": "76c06214e8007d6af932ae74",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2059558",
            "source_review_id": "UmF0aW5nLTM5NTQwNzQ2",
            "source_url": "https://www.ratemyprofessors.com/professor/2059558",
            "type": "review"
          }
        ],
        "text": "Reviewers describe the workload as manageable with relative homework, but note a large volume of material and a tough class environment requiring strong math preparation."
      },
      "reviewFiles": [
        "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_f237678d9fac59631b4aa4ff-0.json"
      ]
    }
  },
  {
    "course_uid": "course_2e71825a82859020279c78b8",
    "course_id": "COMPSCI/ECE/MATH 435",
    "title": "INTRODUCTION TO CRYPTOGRAPHY",
    "credits_min": 3,
    "credits_max": 3,
    "gpa": 3.066,
    "badges": [
      {
        "id": "lecture-size",
        "label": "Small lectures",
        "tone": "neutral",
        "evidence": "Fall 2026: median 10 enrolled students across 3 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/COMPSCI_ECE_MATH_435#schedule"
          }
        ]
      }
    ],
    "description": "Introduction to the technical aspects of cryptography and secure digital information transmission.",
    "discovery": {
      "term": "1272",
      "offered": true,
      "history": {
        "counts": [
          252,
          177,
          228,
          113,
          66,
          14,
          15
        ],
        "count": 865,
        "gpa": 3.167630057803468,
        "topShare": 49.59537572254335,
        "firstTerm": "1224",
        "lastTerm": "1264"
      },
      "instructors": [
        {
          "course_uid": "course_2e71825a82859020279c78b8",
          "uid": "instructor_49b6ede936b9533af32a49c1",
          "name": "Somesh Jha",
          "quality": 3.859602821242242,
          "quality_count": 21,
          "instructor_url": "/instructors/SOMESH_JHA"
        }
      ],
      "instructorHistory": null,
      "courseComparison": null,
      "claim": {
        "citations": [
          {
            "instructor_name": "Somesh Jha",
            "review_date": "2020-12-21 06:13:27 +0000 UTC",
            "review_id": "15b50d522ddf0d3a2c5f163a",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:981721",
            "source_review_id": "UmF0aW5nLTM0MTYzMjQy",
            "source_url": "https://www.ratemyprofessors.com/professor/981721",
            "type": "review"
          },
          {
            "instructor_name": "Somesh Jha",
            "review_date": "2021-12-22 20:09:59 +0000 UTC",
            "review_id": "98d18a6fc2362a2977d7009d",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:981721",
            "source_review_id": "UmF0aW5nLTM1NjM0NTY2",
            "source_url": "https://www.ratemyprofessors.com/professor/981721",
            "type": "review"
          },
          {
            "instructor_name": "Somesh Jha",
            "review_date": "2025-12-17 08:41:05 +0000 UTC",
            "review_id": "51210a49bee3325ae0941a21",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:981721",
            "source_review_id": "UmF0aW5nLTQyMzA2NDk1",
            "source_url": "https://www.ratemyprofessors.com/professor/981721",
            "type": "review"
          }
        ],
        "text": "The course includes five graded homeworks, two midterms, and a final. While some find exams manageable with lecture notes, others report they are unexpectedly difficult or narrowly focused."
      },
      "reviewFiles": [
        "/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_2e71825a82859020279c78b8-0.json"
      ]
    }
  }
]
```

### total

51

### page

1

### kind

course

### q



### term

1272

### availability

offered

### filters

#### ranking

easiest

#### subject

MATH
