# Industrial and Systems Engineering Prerequisite Map | UW–Madison

[View on UW Courses](https://uwcourses.com/explorer/ISYE)

## 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

ISYE

## graph

### courses

```json
[
  {
    "uid": "course_5f39a96edc9ca90d8f1ec190",
    "code": "BME 315",
    "title": "BIOMECHANICS",
    "subjects": [
      "BME"
    ]
  },
  {
    "uid": "course_0ca78bf8e0bb0846affc636f",
    "code": "BME/ISYE 564",
    "title": "OCCUPATIONAL ERGONOMICS AND BIOMECHANICS",
    "subjects": [
      "BME",
      "ISYE"
    ]
  },
  {
    "uid": "course_663af9450399bf267aa60a0c",
    "code": "BME/ISYE 662",
    "title": "DESIGN AND HUMAN DISABILITY AND AGING",
    "subjects": [
      "BME",
      "ISYE"
    ]
  },
  {
    "uid": "course_bc8b66a9d302c5aed1303634",
    "code": "BMI/POPHLTH 552",
    "title": "REGRESSION METHODS FOR POPULATION HEALTH",
    "subjects": [
      "BMI",
      "POPHLTH"
    ]
  },
  {
    "uid": "course_2f80fe67c14c7955182e19aa",
    "code": "C&ESOC/ISYE/NE/SOC 708",
    "title": "SOCIETAL RISK MANAGEMENT OF TECHNOLOGICAL HAZARDS",
    "subjects": [
      "C&ESOC",
      "ISYE",
      "NE",
      "SOC"
    ]
  },
  {
    "uid": "course_dd2827718d9254cf91326619",
    "code": "C&ESOC/SOC 360",
    "title": "STATISTICS FOR SOCIOLOGISTS I",
    "subjects": [
      "C&ESOC",
      "SOC"
    ]
  },
  {
    "uid": "course_9b1d5f832c492d1c4a3ce19c",
    "code": "COMPSCI 200",
    "title": "PROGRAMMING I",
    "subjects": [
      "COMPSCI"
    ]
  },
  {
    "uid": "course_834bc468ca49d8090d0f211f",
    "code": "COMPSCI 220",
    "title": "DATA SCIENCE PROGRAMMING I",
    "subjects": [
      "COMPSCI"
    ]
  },
  {
    "uid": "course_28c3390ba944d49fd17f7c72",
    "code": "COMPSCI 300",
    "title": "PROGRAMMING II",
    "subjects": [
      "COMPSCI"
    ]
  },
  {
    "uid": "course_d9da99b53fd561c692c2d0e0",
    "code": "COMPSCI 310",
    "title": "PROBLEM SOLVING USING COMPUTERS",
    "subjects": [
      "COMPSCI"
    ]
  },
  {
    "uid": "course_583cd0f265d9f29704ca13ea",
    "code": "COMPSCI 400",
    "title": "PROGRAMMING III",
    "subjects": [
      "COMPSCI"
    ]
  },
  {
    "uid": "course_a8c45704b75d6c2bb35ddeb5",
    "code": "COMPSCI/DS/ISYE 518",
    "title": "WEARABLE TECHNOLOGY",
    "subjects": [
      "COMPSCI",
      "DS",
      "ISYE"
    ]
  },
  {
    "uid": "course_dd8d2094feb4657373e2e2f3",
    "code": "COMPSCI/ECE/ISYE 524",
    "title": "INTRODUCTION TO OPTIMIZATION",
    "subjects": [
      "COMPSCI",
      "ECE",
      "ISYE"
    ]
  },
  {
    "uid": "course_b588d52f82ec62f25a4f2ece",
    "code": "COMPSCI/ECE/ME 532",
    "title": "MATRIX METHODS IN MACHINE LEARNING",
    "subjects": [
      "COMPSCI",
      "ECE",
      "ME"
    ]
  },
  {
    "uid": "course_013300c17c3a4f3c90089d51",
    "code": "COMPSCI/ECE/ME 539",
    "title": "INTRODUCTION TO ARTIFICIAL NEURAL NETWORKS",
    "subjects": [
      "COMPSCI",
      "ECE",
      "ME"
    ]
  },
  {
    "uid": "course_c078b66a191a3ae8eb0f14c8",
    "code": "COMPSCI/ISYE 526",
    "title": "ADVANCED LINEAR PROGRAMMING",
    "subjects": [
      "COMPSCI",
      "ISYE"
    ]
  },
  {
    "uid": "course_8933a7eb8d4940ef2a994569",
    "code": "COMPSCI/ISYE 719",
    "title": "STOCHASTIC PROGRAMMING",
    "subjects": [
      "COMPSCI",
      "ISYE"
    ]
  },
  {
    "uid": "course_b6ee9e2bd841018bd3a65997",
    "code": "COMPSCI/ISYE 723",
    "title": "DYNAMIC PROGRAMMING AND ASSOCIATED TOPICS",
    "subjects": [
      "COMPSCI",
      "ISYE"
    ]
  },
  {
    "uid": "course_37d0dd47458f2474a7c418f7",
    "code": "COMPSCI/ISYE 727",
    "title": "CONVEX ANALYSIS",
    "subjects": [
      "COMPSCI",
      "ISYE"
    ]
  },
  {
    "uid": "course_5aa742b184448a57a07564c5",
    "code": "COMPSCI/ISYE/MATH 425",
    "title": "INTRODUCTION TO COMBINATORIAL OPTIMIZATION",
    "subjects": [
      "COMPSCI",
      "ISYE",
      "MATH"
    ]
  },
  {
    "uid": "course_a7f061aae87dfef4b924b9a9",
    "code": "COMPSCI/ISYE/MATH 728",
    "title": "INTEGER OPTIMIZATION",
    "subjects": [
      "COMPSCI",
      "ISYE",
      "MATH"
    ]
  },
  {
    "uid": "course_16b002cb61d416743661e65d",
    "code": "COMPSCI/ISYE/MATH 730",
    "title": "NONLINEAR OPTIMIZATION II",
    "subjects": [
      "COMPSCI",
      "ISYE",
      "MATH"
    ]
  },
  {
    "uid": "course_a04e8d794b24e3b81b984774",
    "code": "COMPSCI/ISYE/MATH/STAT 525",
    "title": "LINEAR OPTIMIZATION",
    "subjects": [
      "COMPSCI",
      "ISYE",
      "MATH",
      "STAT"
    ]
  },
  {
    "uid": "course_639b02029dbf953b9704cd63",
    "code": "COMPSCI/ISYE/MATH/STAT 726",
    "title": "NONLINEAR OPTIMIZATION I",
    "subjects": [
      "COMPSCI",
      "ISYE",
      "MATH",
      "STAT"
    ]
  },
  {
    "uid": "course_c6592733bd6855f32188cfa7",
    "code": "ECE 331",
    "title": "INTRODUCTION TO RANDOM SIGNAL ANALYSIS AND STATISTICS",
    "subjects": [
      "ECE"
    ]
  },
  {
    "uid": "course_d1b1335c4fd73dee4c550d71",
    "code": "ECE/ISYE 570",
    "title": "ETHICS OF DATA FOR ENGINEERS",
    "subjects": [
      "ECE",
      "ISYE"
    ]
  },
  {
    "uid": "course_72fcfdbbeb71199510821fd6",
    "code": "INFOSYS 371",
    "title": "TECHNOLOGY OF COMPUTER-BASED BUSINESS SYSTEMS",
    "subjects": [
      "INFOSYS"
    ]
  },
  {
    "uid": "course_edf70eb8e2f6f5ec725eeb7b",
    "code": "INFOSYS/ISYE 722",
    "title": "COMPUTER-BASED DATA MANAGEMENT",
    "subjects": [
      "INFOSYS",
      "ISYE"
    ]
  },
  {
    "uid": "course_66966e4ec32912b4aa013042",
    "code": "INTEREGR 397",
    "title": "ENGINEERING COMMUNICATION",
    "subjects": [
      "INTEREGR"
    ]
  },
  {
    "uid": "course_c6c8044021bb3e2442f9fe62",
    "code": "ISYE 1",
    "title": "COOPERATIVE EDUCATION PROGRAM",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_1d47eb9413dc8539fee61a85",
    "code": "ISYE 191",
    "title": "THE PRACTICE OF INDUSTRIAL ENGINEERING",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_75474c11dc2b9f0b6f591be5",
    "code": "ISYE 210",
    "title": "INTRODUCTION TO INDUSTRIAL STATISTICS",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_5b7e840b49cedb60a91edc99",
    "code": "ISYE 312",
    "title": "DATA MANAGEMENT AND ANALYSIS FOR INDUSTRIAL ENGINEERS",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_465855ee8f77f31be2f79f78",
    "code": "ISYE 313",
    "title": "ENGINEERING ECONOMIC ANALYSIS",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_9d2db43001abbe58247267ec",
    "code": "ISYE 315",
    "title": "PRODUCTION PLANNING AND CONTROL",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_10d2c585c41b0b82531af186",
    "code": "ISYE 320",
    "title": "SIMULATION AND PROBABILISTIC MODELING",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_beae68ec47153e35e329b8b7",
    "code": "ISYE 321",
    "title": "SIMULATION MODELING LABORATORY",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_2f334f3968bc9545732db707",
    "code": "ISYE 323",
    "title": "OPERATIONS RESEARCH-DETERMINISTIC MODELING",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_840167512a53622063b4e863",
    "code": "ISYE 348",
    "title": "INTRODUCTION TO HUMAN FACTORS ENGINEERING LABORATORY",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_96ae7077bc3892754fa137e5",
    "code": "ISYE 350",
    "title": "INDUSTRIAL ENGINEERING DESIGN I",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_09601dd0ca55b166b3f3fbaa",
    "code": "ISYE 373",
    "title": "ARTIFICIAL INTELLIGENCE (AI) IN SYSTEMS",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_505b1f62ad7aaa8f1624dd24",
    "code": "ISYE 389",
    "title": "HONORS IN RESEARCH",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_4e8831b837f359daa4b2cadc",
    "code": "ISYE 412",
    "title": "FUNDAMENTALS OF INDUSTRIAL DATA ANALYTICS",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_a486f495d47a28ece9f8e181",
    "code": "ISYE 415",
    "title": "INTRODUCTION TO MANUFACTURING SYSTEMS, DESIGN AND ANALYSIS",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_2dfc38bd1da712336fd25ec2",
    "code": "ISYE 417",
    "title": "HEALTH SYSTEMS ENGINEERING",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_85b8fe8d2b3512eb2b4cab07",
    "code": "ISYE 445",
    "title": "ENGINEERING SUPPLY CHAIN MANAGEMENT FOR LOGISTICS",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_0e967b2a48ff27d9d83ce94b",
    "code": "ISYE 450",
    "title": "INDUSTRIAL ENGINEERING DESIGN II",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_32a2e5772e1e99935abb97ae",
    "code": "ISYE 468",
    "title": "INTRODUCTION TO INDUSTRIAL ENGINEERING RESEARCH",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_ae3c1e7293205a2473ee8958",
    "code": "ISYE 478",
    "title": "RESEARCH AND BEYOND IN INDUSTRIAL ENGINEERING",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_5ed945c52edfbd5b4c7e472f",
    "code": "ISYE 489",
    "title": "HONORS IN RESEARCH",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_0ac60ae0ed998f5df6097741",
    "code": "ISYE 515",
    "title": "ENGINEERING MANAGEMENT OF CONTINUOUS PROCESS IMPROVEMENT",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_90d20792322a61f3ee955fe4",
    "code": "ISYE 516",
    "title": "INTRODUCTION TO DECISION ANALYSIS",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_79b5e9b5db80577aeb7f07f1",
    "code": "ISYE 517",
    "title": "DECISION MAKING IN HEALTH CARE",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_67568eb0b0c4c7027a6207cf",
    "code": "ISYE 520",
    "title": "QUALITY ASSURANCE SYSTEMS",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_1aa7cc66114a83c08d6cf947",
    "code": "ISYE 521",
    "title": "MACHINE LEARNING IN ACTION FOR INDUSTRIAL ENGINEERS",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_65db6b2fed44afd9b6aa20eb",
    "code": "ISYE 552",
    "title": "HUMAN FACTORS ENGINEERING DESIGN AND EVALUATION",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_68b62f41b18e02f3a548bcea",
    "code": "ISYE 555",
    "title": "HUMAN PERFORMANCE AND ACCIDENT CAUSATION",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_16e96643ede880a0aba1fd15",
    "code": "ISYE 557",
    "title": "HUMAN FACTORS ENGINEERING FOR HEALTHCARE SYSTEMS",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_3c0daa39c5831a0e4f17d052",
    "code": "ISYE 562",
    "title": "HUMAN FACTORS OF DATA SCIENCE AND MACHINE LEARNING",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_21f4d7c62e459c7d0516d7ba",
    "code": "ISYE 575",
    "title": "INTRODUCTION TO QUALITY ENGINEERING",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_9038c4e5acac28da8c19378f",
    "code": "ISYE 601",
    "title": "SPECIAL TOPICS IN INDUSTRIAL ENGINEERING",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_1d19662d1f1c79914b292afb",
    "code": "ISYE 602",
    "title": "SPECIAL TOPICS IN HUMAN FACTORS",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_848cc41a2c7e70fc230aa9de",
    "code": "ISYE 603",
    "title": "SPECIAL TOPICS IN ENGINEERING ANALYTICS AND OPERATIONS RESEARCH",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_e24cd871fe8fd61582f61241",
    "code": "ISYE 604",
    "title": "SPECIAL TOPICS IN MANUFACTURING AND SUPPLY CHAIN MANAGEMENT",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_79efbab6b13c0040d0b59c0c",
    "code": "ISYE 605",
    "title": "COMPUTER INTEGRATED MANUFACTURING",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_0dd8ed2253e95eed3ef5ea0e",
    "code": "ISYE 606",
    "title": "SPECIAL TOPICS IN HEALTHCARE SYSTEMS ENGINEERING",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_9dd3f85bbe4a0de371fc635b",
    "code": "ISYE 612",
    "title": "INFORMATION SENSING AND ANALYSIS FOR MANUFACTURING PROCESSES",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_428f9d683305a64ed0ef304f",
    "code": "ISYE 615",
    "title": "PRODUCTION SYSTEMS CONTROL",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_d92c8b3a4c2789600673e4f7",
    "code": "ISYE 618",
    "title": "QUALITY ENGINEERING AND QUALITY MANAGEMENT",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_09c039c86b53e8a4f43692e5",
    "code": "ISYE 620",
    "title": "SIMULATION MODELING AND ANALYSIS",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_0ac48265849c3c94b85958a1",
    "code": "ISYE 623",
    "title": "ADVANCED OPTIMIZATION MODELING",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_125235525a77a0df6c440f6b",
    "code": "ISYE 624",
    "title": "STOCHASTIC MODELING TECHNIQUES",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_d257131298fb1fc806f9f916",
    "code": "ISYE 625",
    "title": "LOGISTICS SYSTEMS DESIGN",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_83523a8ef420e23e56bcec57",
    "code": "ISYE 645",
    "title": "ENGINEERING MODELS FOR SUPPLY CHAINS",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_d91e0232f347175d68aa3e95",
    "code": "ISYE 649",
    "title": "INTERACTIVE DATA ANALYTICS",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_7029dbe1331dc04d405f91e2",
    "code": "ISYE 699",
    "title": "ADVANCED INDEPENDENT STUDY",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_1b72a57ef5500715e0304c5b",
    "code": "ISYE 702",
    "title": "GRADUATE COOPERATIVE EDUCATION PROGRAM",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_aa3bee871da073b062e1808c",
    "code": "ISYE 790",
    "title": "MASTER'S RESEARCH AND THESIS",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_1ec70633c8dfa1c79403512c",
    "code": "ISYE 823",
    "title": "SPECIAL TOPICS IN OPERATIONS RESEARCH",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_1e5b3f18d828389ddca5827e",
    "code": "ISYE 890",
    "title": "PRE-DISSERTATOR'S RESEARCH",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_42e5278d96e0902b65a79fb5",
    "code": "ISYE 961",
    "title": "GRADUATE SEMINAR IN INDUSTRIAL ENGINEERING",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_18efedd674380b401058b9b1",
    "code": "ISYE 990",
    "title": "RESEARCH AND THESIS",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_cc8158a56275e6ed9b4b9206",
    "code": "ISYE 999",
    "title": "ADVANCED INDEPENDENT STUDY",
    "subjects": [
      "ISYE"
    ]
  },
  {
    "uid": "course_c602622d732dbbc9aceeeddf",
    "code": "ISYE/MATH/OTM/STAT 632",
    "title": "INTRODUCTION TO STOCHASTIC PROCESSES",
    "subjects": [
      "ISYE",
      "MATH",
      "OTM",
      "STAT"
    ]
  },
  {
    "uid": "course_43f6dbbaa6745b724bc280e9",
    "code": "ISYE/ME 510",
    "title": "FACILITIES PLANNING",
    "subjects": [
      "ISYE",
      "ME"
    ]
  },
  {
    "uid": "course_e8a20e535a6c3679f6eda0e2",
    "code": "ISYE/ME 512",
    "title": "INSPECTION, QUALITY CONTROL AND RELIABILITY",
    "subjects": [
      "ISYE",
      "ME"
    ]
  },
  {
    "uid": "course_0dd81234665568d1af3dcd29",
    "code": "ISYE/ME 641",
    "title": "DESIGN AND ANALYSIS OF MANUFACTURING SYSTEMS",
    "subjects": [
      "ISYE",
      "ME"
    ]
  },
  {
    "uid": "course_339e6a9161fe912ae60cd652",
    "code": "ISYE/ME 643",
    "title": "PERFORMANCE ANALYSIS OF MANUFACTURING SYSTEMS",
    "subjects": [
      "ISYE",
      "ME"
    ]
  },
  {
    "uid": "course_e9d3ca7839482003f28b09ca",
    "code": "ISYE/MHR 729",
    "title": "BEHAVIORAL ANALYSIS OF MANAGEMENT DECISION MAKING",
    "subjects": [
      "ISYE",
      "MHR"
    ]
  },
  {
    "uid": "course_beaec3fa5cba8f7ea7379188",
    "code": "ISYE/NE 574",
    "title": "METHODS FOR PROBABILISTIC RISK ANALYSIS OF NUCLEAR POWER PLANTS",
    "subjects": [
      "ISYE",
      "NE"
    ]
  },
  {
    "uid": "course_613c146cbacd30cc75dc444d",
    "code": "ISYE/POPHLTH 875",
    "title": "COST EFFECTIVENESS ANALYSIS IN HEALTH AND HEALTHCARE",
    "subjects": [
      "ISYE",
      "POPHLTH"
    ]
  },
  {
    "uid": "course_0bf7d1fc20304def0233e765",
    "code": "ISYE/PSYCH 349",
    "title": "INTRODUCTION TO HUMAN FACTORS",
    "subjects": [
      "ISYE",
      "PSYCH"
    ]
  },
  {
    "uid": "course_291a40249da8efa7a3c96733",
    "code": "ISYE/PSYCH 549",
    "title": "HUMAN FACTORS ENGINEERING",
    "subjects": [
      "ISYE",
      "PSYCH"
    ]
  },
  {
    "uid": "course_6f13e98ae68bbc257936b9c2",
    "code": "ISYE/PSYCH 653",
    "title": "ORGANIZATION AND JOB DESIGN",
    "subjects": [
      "ISYE",
      "PSYCH"
    ]
  },
  {
    "uid": "course_bec529eaea205ffcc7c53954",
    "code": "ISYE/PSYCH 854",
    "title": "SPECIAL TOPICS IN ORGANIZATION DESIGN",
    "subjects": [
      "ISYE",
      "PSYCH"
    ]
  },
  {
    "uid": "course_cf81ce86a3109ddc6a05fff0",
    "code": "ISYE/PSYCH 859",
    "title": "SPECIAL TOPICS IN HUMAN FACTORS ENGINEERING",
    "subjects": [
      "ISYE",
      "PSYCH"
    ]
  },
  {
    "uid": "course_9b0dc1865ea603eb0083bc33",
    "code": "MATH 211",
    "title": "SURVEY OF CALCULUS 1",
    "subjects": [
      "MATH"
    ]
  },
  {
    "uid": "course_cc1de60e9953cdd9c469e9a5",
    "code": "MATH 221",
    "title": "CALCULUS AND ANALYTIC GEOMETRY 1",
    "subjects": [
      "MATH"
    ]
  },
  {
    "uid": "course_6bc496e4640fd08f71e1b041",
    "code": "MATH 222",
    "title": "CALCULUS AND ANALYTIC GEOMETRY 2",
    "subjects": [
      "MATH"
    ]
  },
  {
    "uid": "course_0002a781bc9543f3a2ac1a94",
    "code": "MATH 320",
    "title": "LINEAR ALGEBRA AND DIFFERENTIAL EQUATIONS",
    "subjects": [
      "MATH"
    ]
  },
  {
    "uid": "course_5d5f3a3f185baf9eaaa98221",
    "code": "MATH 331",
    "title": "INTRODUCTORY PROBABILITY",
    "subjects": [
      "MATH"
    ]
  },
  {
    "uid": "course_eec4aae06b946a73f1878be4",
    "code": "MATH 340",
    "title": "ELEMENTARY MATRIX AND LINEAR ALGEBRA",
    "subjects": [
      "MATH"
    ]
  },
  {
    "uid": "course_fa53f4954bab469b5d4c4fe3",
    "code": "MATH 341",
    "title": "LINEAR ALGEBRA",
    "subjects": [
      "MATH"
    ]
  },
  {
    "uid": "course_2e0053b739243eda32fb0fc2",
    "code": "MATH 345",
    "title": "LINEAR ALGEBRA AND OPTIMIZATION",
    "subjects": [
      "MATH"
    ]
  },
  {
    "uid": "course_5d98ff5f6adce2207e394dc6",
    "code": "MATH 375",
    "title": "TOPICS IN MULTI-VARIABLE CALCULUS AND LINEAR ALGEBRA",
    "subjects": [
      "MATH"
    ]
  },
  {
    "uid": "course_4aa5bbed0c86993f5f0dc832",
    "code": "MATH 421",
    "title": "THE THEORY OF SINGLE VARIABLE CALCULUS",
    "subjects": [
      "MATH"
    ]
  },
  {
    "uid": "course_6a5fd6b22fd05d58426ea680",
    "code": "MATH 443",
    "title": "APPLIED LINEAR ALGEBRA",
    "subjects": [
      "MATH"
    ]
  },
  {
    "uid": "course_e0a93fa3466c39b6802e52a7",
    "code": "MATH 531",
    "title": "PROBABILITY THEORY",
    "subjects": [
      "MATH"
    ]
  },
  {
    "uid": "course_2a00c702ff402614a950606e",
    "code": "MATH/STAT 309",
    "title": "INTRODUCTION TO PROBABILITY AND MATHEMATICAL STATISTICS I",
    "subjects": [
      "MATH",
      "STAT"
    ]
  },
  {
    "uid": "course_e593b86c370a0c671af794df",
    "code": "MATH/STAT 310",
    "title": "INTRODUCTION TO PROBABILITY AND MATHEMATICAL STATISTICS II",
    "subjects": [
      "MATH",
      "STAT"
    ]
  },
  {
    "uid": "course_dcdb624e3fb8cbaf9a557ab9",
    "code": "MATH/STAT 431",
    "title": "INTRODUCTION TO THE THEORY OF PROBABILITY",
    "subjects": [
      "MATH",
      "STAT"
    ]
  },
  {
    "uid": "course_49bfd84778d613d29ab2100c",
    "code": "POPHLTH/SOC 797",
    "title": "INTRODUCTION TO EPIDEMIOLOGY",
    "subjects": [
      "POPHLTH",
      "SOC"
    ]
  },
  {
    "uid": "course_2b59ae9c5e9641dfdbd15861",
    "code": "PSYCH 210",
    "title": "BASIC STATISTICS FOR PSYCHOLOGY",
    "subjects": [
      "PSYCH"
    ]
  },
  {
    "uid": "course_1b76508145789f8fbc49d1fa",
    "code": "STAT 311",
    "title": "INTRODUCTION TO THEORY AND METHODS OF MATHEMATICAL STATISTICS I",
    "subjects": [
      "STAT"
    ]
  },
  {
    "uid": "course_24942ca6acb3a153de2907d5",
    "code": "STAT 312",
    "title": "INTRODUCTION TO THEORY AND METHODS OF MATHEMATICAL STATISTICS II",
    "subjects": [
      "STAT"
    ]
  },
  {
    "uid": "course_06abb97e9793bf858754daa3",
    "code": "STAT 324",
    "title": "INTRODUCTION TO STATISTICS FOR SCIENCE AND ENGINEERING",
    "subjects": [
      "STAT"
    ]
  },
  {
    "uid": "course_d2d0c15e32bd1631a6074548",
    "code": "STAT 340",
    "title": "DATA SCIENCE MODELING II",
    "subjects": [
      "STAT"
    ]
  },
  {
    "uid": "course_31fb5b7b6bf20ca63e33bd46",
    "code": "STAT 371",
    "title": "INTRODUCTORY APPLIED STATISTICS FOR THE LIFE SCIENCES",
    "subjects": [
      "STAT"
    ]
  }
]
```

### edges

| source                           | target                           |
| -------------------------------- | -------------------------------- |
| course\_0bf7d1fc20304def0233e765 | course\_0ca78bf8e0bb0846affc636f |
| course\_5f39a96edc9ca90d8f1ec190 | course\_0ca78bf8e0bb0846affc636f |
| course\_9b1d5f832c492d1c4a3ce19c | course\_dd8d2094feb4657373e2e2f3 |
| course\_834bc468ca49d8090d0f211f | course\_dd8d2094feb4657373e2e2f3 |
| course\_28c3390ba944d49fd17f7c72 | course\_dd8d2094feb4657373e2e2f3 |
| course\_d9da99b53fd561c692c2d0e0 | course\_dd8d2094feb4657373e2e2f3 |
| course\_0002a781bc9543f3a2ac1a94 | course\_dd8d2094feb4657373e2e2f3 |
| course\_eec4aae06b946a73f1878be4 | course\_dd8d2094feb4657373e2e2f3 |
| course\_a04e8d794b24e3b81b984774 | course\_c078b66a191a3ae8eb0f14c8 |
| course\_9b1d5f832c492d1c4a3ce19c | course\_c078b66a191a3ae8eb0f14c8 |
| course\_834bc468ca49d8090d0f211f | course\_c078b66a191a3ae8eb0f14c8 |
| course\_28c3390ba944d49fd17f7c72 | course\_c078b66a191a3ae8eb0f14c8 |
| course\_d9da99b53fd561c692c2d0e0 | course\_c078b66a191a3ae8eb0f14c8 |
| course\_0002a781bc9543f3a2ac1a94 | course\_5aa742b184448a57a07564c5 |
| course\_eec4aae06b946a73f1878be4 | course\_5aa742b184448a57a07564c5 |
| course\_fa53f4954bab469b5d4c4fe3 | course\_5aa742b184448a57a07564c5 |
| course\_5d98ff5f6adce2207e394dc6 | course\_5aa742b184448a57a07564c5 |
| course\_639b02029dbf953b9704cd63 | course\_16b002cb61d416743661e65d |
| course\_0002a781bc9543f3a2ac1a94 | course\_a04e8d794b24e3b81b984774 |
| course\_eec4aae06b946a73f1878be4 | course\_a04e8d794b24e3b81b984774 |
| course\_fa53f4954bab469b5d4c4fe3 | course\_a04e8d794b24e3b81b984774 |
| course\_5d98ff5f6adce2207e394dc6 | course\_a04e8d794b24e3b81b984774 |
| course\_6a5fd6b22fd05d58426ea680 | course\_a04e8d794b24e3b81b984774 |
| course\_1aa7cc66114a83c08d6cf947 | course\_d1b1335c4fd73dee4c550d71 |
| course\_3c0daa39c5831a0e4f17d052 | course\_d1b1335c4fd73dee4c550d71 |
| course\_b588d52f82ec62f25a4f2ece | course\_d1b1335c4fd73dee4c550d71 |
| course\_013300c17c3a4f3c90089d51 | course\_d1b1335c4fd73dee4c550d71 |
| course\_c6592733bd6855f32188cfa7 | course\_d1b1335c4fd73dee4c550d71 |
| course\_2a00c702ff402614a950606e | course\_d1b1335c4fd73dee4c550d71 |
| course\_1b76508145789f8fbc49d1fa | course\_d1b1335c4fd73dee4c550d71 |
| course\_5d5f3a3f185baf9eaaa98221 | course\_d1b1335c4fd73dee4c550d71 |
| course\_dcdb624e3fb8cbaf9a557ab9 | course\_d1b1335c4fd73dee4c550d71 |
| course\_72fcfdbbeb71199510821fd6 | course\_edf70eb8e2f6f5ec725eeb7b |
| course\_9b0dc1865ea603eb0083bc33 | course\_75474c11dc2b9f0b6f591be5 |
| course\_cc1de60e9953cdd9c469e9a5 | course\_75474c11dc2b9f0b6f591be5 |
| course\_75474c11dc2b9f0b6f591be5 | course\_5b7e840b49cedb60a91edc99 |
| course\_c6592733bd6855f32188cfa7 | course\_5b7e840b49cedb60a91edc99 |
| course\_2a00c702ff402614a950606e | course\_5b7e840b49cedb60a91edc99 |
| course\_1b76508145789f8fbc49d1fa | course\_5b7e840b49cedb60a91edc99 |
| course\_06abb97e9793bf858754daa3 | course\_5b7e840b49cedb60a91edc99 |
| course\_cc1de60e9953cdd9c469e9a5 | course\_465855ee8f77f31be2f79f78 |
| course\_75474c11dc2b9f0b6f591be5 | course\_9d2db43001abbe58247267ec |
| course\_c6592733bd6855f32188cfa7 | course\_9d2db43001abbe58247267ec |
| course\_2a00c702ff402614a950606e | course\_9d2db43001abbe58247267ec |
| course\_1b76508145789f8fbc49d1fa | course\_9d2db43001abbe58247267ec |
| course\_06abb97e9793bf858754daa3 | course\_9d2db43001abbe58247267ec |
| course\_31fb5b7b6bf20ca63e33bd46 | course\_9d2db43001abbe58247267ec |
| course\_dcdb624e3fb8cbaf9a557ab9 | course\_9d2db43001abbe58247267ec |
| course\_e0a93fa3466c39b6802e52a7 | course\_9d2db43001abbe58247267ec |
| course\_2a00c702ff402614a950606e | course\_10d2c585c41b0b82531af186 |
| course\_1b76508145789f8fbc49d1fa | course\_10d2c585c41b0b82531af186 |
| course\_dcdb624e3fb8cbaf9a557ab9 | course\_10d2c585c41b0b82531af186 |
| course\_e0a93fa3466c39b6802e52a7 | course\_10d2c585c41b0b82531af186 |
| course\_75474c11dc2b9f0b6f591be5 | course\_10d2c585c41b0b82531af186 |
| course\_c6592733bd6855f32188cfa7 | course\_10d2c585c41b0b82531af186 |
| course\_e593b86c370a0c671af794df | course\_10d2c585c41b0b82531af186 |
| course\_24942ca6acb3a153de2907d5 | course\_10d2c585c41b0b82531af186 |
| course\_06abb97e9793bf858754daa3 | course\_10d2c585c41b0b82531af186 |
| course\_31fb5b7b6bf20ca63e33bd46 | course\_10d2c585c41b0b82531af186 |
| course\_0002a781bc9543f3a2ac1a94 | course\_10d2c585c41b0b82531af186 |
| course\_eec4aae06b946a73f1878be4 | course\_10d2c585c41b0b82531af186 |
| course\_10d2c585c41b0b82531af186 | course\_beae68ec47153e35e329b8b7 |
| course\_6bc496e4640fd08f71e1b041 | course\_2f334f3968bc9545732db707 |
| course\_eec4aae06b946a73f1878be4 | course\_2f334f3968bc9545732db707 |
| course\_fa53f4954bab469b5d4c4fe3 | course\_2f334f3968bc9545732db707 |
| course\_5d98ff5f6adce2207e394dc6 | course\_2f334f3968bc9545732db707 |
| course\_0bf7d1fc20304def0233e765 | course\_840167512a53622063b4e863 |
| course\_2a00c702ff402614a950606e | course\_09601dd0ca55b166b3f3fbaa |
| course\_1b76508145789f8fbc49d1fa | course\_09601dd0ca55b166b3f3fbaa |
| course\_dcdb624e3fb8cbaf9a557ab9 | course\_09601dd0ca55b166b3f3fbaa |
| course\_e0a93fa3466c39b6802e52a7 | course\_09601dd0ca55b166b3f3fbaa |
| course\_75474c11dc2b9f0b6f591be5 | course\_09601dd0ca55b166b3f3fbaa |
| course\_c6592733bd6855f32188cfa7 | course\_09601dd0ca55b166b3f3fbaa |
| course\_75474c11dc2b9f0b6f591be5 | course\_4e8831b837f359daa4b2cadc |
| course\_c6592733bd6855f32188cfa7 | course\_4e8831b837f359daa4b2cadc |
| course\_1b76508145789f8fbc49d1fa | course\_4e8831b837f359daa4b2cadc |
| course\_06abb97e9793bf858754daa3 | course\_4e8831b837f359daa4b2cadc |
| course\_2a00c702ff402614a950606e | course\_4e8831b837f359daa4b2cadc |
| course\_dcdb624e3fb8cbaf9a557ab9 | course\_4e8831b837f359daa4b2cadc |
| course\_e0a93fa3466c39b6802e52a7 | course\_4e8831b837f359daa4b2cadc |
| course\_9d2db43001abbe58247267ec | course\_a486f495d47a28ece9f8e181 |
| course\_10d2c585c41b0b82531af186 | course\_2dfc38bd1da712336fd25ec2 |
| course\_0bf7d1fc20304def0233e765 | course\_2dfc38bd1da712336fd25ec2 |
| course\_75474c11dc2b9f0b6f591be5 | course\_85b8fe8d2b3512eb2b4cab07 |
| course\_e593b86c370a0c671af794df | course\_85b8fe8d2b3512eb2b4cab07 |
| course\_24942ca6acb3a153de2907d5 | course\_85b8fe8d2b3512eb2b4cab07 |
| course\_06abb97e9793bf858754daa3 | course\_85b8fe8d2b3512eb2b4cab07 |
| course\_d2d0c15e32bd1631a6074548 | course\_85b8fe8d2b3512eb2b4cab07 |
| course\_2f334f3968bc9545732db707 | course\_85b8fe8d2b3512eb2b4cab07 |
| course\_dd8d2094feb4657373e2e2f3 | course\_85b8fe8d2b3512eb2b4cab07 |
| course\_465855ee8f77f31be2f79f78 | course\_0e967b2a48ff27d9d83ce94b |
| course\_10d2c585c41b0b82531af186 | course\_0e967b2a48ff27d9d83ce94b |
| course\_2f334f3968bc9545732db707 | course\_0e967b2a48ff27d9d83ce94b |
| course\_96ae7077bc3892754fa137e5 | course\_0e967b2a48ff27d9d83ce94b |
| course\_0bf7d1fc20304def0233e765 | course\_0e967b2a48ff27d9d83ce94b |
| course\_66966e4ec32912b4aa013042 | course\_0ac60ae0ed998f5df6097741 |
| course\_2a00c702ff402614a950606e | course\_90d20792322a61f3ee955fe4 |
| course\_1b76508145789f8fbc49d1fa | course\_90d20792322a61f3ee955fe4 |
| course\_dcdb624e3fb8cbaf9a557ab9 | course\_90d20792322a61f3ee955fe4 |
| course\_2a00c702ff402614a950606e | course\_79b5e9b5db80577aeb7f07f1 |
| course\_1b76508145789f8fbc49d1fa | course\_79b5e9b5db80577aeb7f07f1 |
| course\_dcdb624e3fb8cbaf9a557ab9 | course\_79b5e9b5db80577aeb7f07f1 |
| course\_2f334f3968bc9545732db707 | course\_79b5e9b5db80577aeb7f07f1 |
| course\_dd8d2094feb4657373e2e2f3 | course\_79b5e9b5db80577aeb7f07f1 |
| course\_9d2db43001abbe58247267ec | course\_67568eb0b0c4c7027a6207cf |
| course\_9b1d5f832c492d1c4a3ce19c | course\_1aa7cc66114a83c08d6cf947 |
| course\_834bc468ca49d8090d0f211f | course\_1aa7cc66114a83c08d6cf947 |
| course\_2f334f3968bc9545732db707 | course\_1aa7cc66114a83c08d6cf947 |
| course\_dd8d2094feb4657373e2e2f3 | course\_1aa7cc66114a83c08d6cf947 |
| course\_75474c11dc2b9f0b6f591be5 | course\_1aa7cc66114a83c08d6cf947 |
| course\_1b76508145789f8fbc49d1fa | course\_1aa7cc66114a83c08d6cf947 |
| course\_06abb97e9793bf858754daa3 | course\_1aa7cc66114a83c08d6cf947 |
| course\_2a00c702ff402614a950606e | course\_1aa7cc66114a83c08d6cf947 |
| course\_dcdb624e3fb8cbaf9a557ab9 | course\_1aa7cc66114a83c08d6cf947 |
| course\_0bf7d1fc20304def0233e765 | course\_65db6b2fed44afd9b6aa20eb |
| course\_66966e4ec32912b4aa013042 | course\_65db6b2fed44afd9b6aa20eb |
| course\_0bf7d1fc20304def0233e765 | course\_68b62f41b18e02f3a548bcea |
| course\_0bf7d1fc20304def0233e765 | course\_16e96643ede880a0aba1fd15 |
| course\_75474c11dc2b9f0b6f591be5 | course\_3c0daa39c5831a0e4f17d052 |
| course\_c6592733bd6855f32188cfa7 | course\_3c0daa39c5831a0e4f17d052 |
| course\_e593b86c370a0c671af794df | course\_3c0daa39c5831a0e4f17d052 |
| course\_24942ca6acb3a153de2907d5 | course\_3c0daa39c5831a0e4f17d052 |
| course\_d2d0c15e32bd1631a6074548 | course\_3c0daa39c5831a0e4f17d052 |
| course\_75474c11dc2b9f0b6f591be5 | course\_21f4d7c62e459c7d0516d7ba |
| course\_e593b86c370a0c671af794df | course\_21f4d7c62e459c7d0516d7ba |
| course\_24942ca6acb3a153de2907d5 | course\_21f4d7c62e459c7d0516d7ba |
| course\_9d2db43001abbe58247267ec | course\_79efbab6b13c0040d0b59c0c |
| course\_e8a20e535a6c3679f6eda0e2 | course\_9dd3f85bbe4a0de371fc635b |
| course\_9d2db43001abbe58247267ec | course\_428f9d683305a64ed0ef304f |
| course\_10d2c585c41b0b82531af186 | course\_428f9d683305a64ed0ef304f |
| course\_2f334f3968bc9545732db707 | course\_428f9d683305a64ed0ef304f |
| course\_e593b86c370a0c671af794df | course\_428f9d683305a64ed0ef304f |
| course\_24942ca6acb3a153de2907d5 | course\_428f9d683305a64ed0ef304f |
| course\_dcdb624e3fb8cbaf9a557ab9 | course\_428f9d683305a64ed0ef304f |
| course\_9b1d5f832c492d1c4a3ce19c | course\_09c039c86b53e8a4f43692e5 |
| course\_834bc468ca49d8090d0f211f | course\_09c039c86b53e8a4f43692e5 |
| course\_28c3390ba944d49fd17f7c72 | course\_09c039c86b53e8a4f43692e5 |
| course\_24942ca6acb3a153de2907d5 | course\_09c039c86b53e8a4f43692e5 |
| course\_06abb97e9793bf858754daa3 | course\_09c039c86b53e8a4f43692e5 |
| course\_e593b86c370a0c671af794df | course\_09c039c86b53e8a4f43692e5 |
| course\_2f334f3968bc9545732db707 | course\_0ac48265849c3c94b85958a1 |
| course\_dd8d2094feb4657373e2e2f3 | course\_0ac48265849c3c94b85958a1 |
| course\_2a00c702ff402614a950606e | course\_125235525a77a0df6c440f6b |
| course\_1b76508145789f8fbc49d1fa | course\_125235525a77a0df6c440f6b |
| course\_dcdb624e3fb8cbaf9a557ab9 | course\_125235525a77a0df6c440f6b |
| course\_0002a781bc9543f3a2ac1a94 | course\_125235525a77a0df6c440f6b |
| course\_eec4aae06b946a73f1878be4 | course\_125235525a77a0df6c440f6b |
| course\_fa53f4954bab469b5d4c4fe3 | course\_125235525a77a0df6c440f6b |
| course\_5d98ff5f6adce2207e394dc6 | course\_125235525a77a0df6c440f6b |
| course\_2f334f3968bc9545732db707 | course\_d257131298fb1fc806f9f916 |
| course\_dd8d2094feb4657373e2e2f3 | course\_d257131298fb1fc806f9f916 |
| course\_75474c11dc2b9f0b6f591be5 | course\_d257131298fb1fc806f9f916 |
| course\_c6592733bd6855f32188cfa7 | course\_d257131298fb1fc806f9f916 |
| course\_e593b86c370a0c671af794df | course\_d257131298fb1fc806f9f916 |
| course\_24942ca6acb3a153de2907d5 | course\_d257131298fb1fc806f9f916 |
| course\_06abb97e9793bf858754daa3 | course\_d257131298fb1fc806f9f916 |
| course\_d2d0c15e32bd1631a6074548 | course\_d257131298fb1fc806f9f916 |
| course\_2f334f3968bc9545732db707 | course\_83523a8ef420e23e56bcec57 |
| course\_a486f495d47a28ece9f8e181 | course\_83523a8ef420e23e56bcec57 |
| course\_0bf7d1fc20304def0233e765 | course\_d91e0232f347175d68aa3e95 |
| course\_75474c11dc2b9f0b6f591be5 | course\_d91e0232f347175d68aa3e95 |
| course\_c6592733bd6855f32188cfa7 | course\_d91e0232f347175d68aa3e95 |
| course\_e593b86c370a0c671af794df | course\_d91e0232f347175d68aa3e95 |
| course\_24942ca6acb3a153de2907d5 | course\_d91e0232f347175d68aa3e95 |
| course\_06abb97e9793bf858754daa3 | course\_d91e0232f347175d68aa3e95 |
| course\_d2d0c15e32bd1631a6074548 | course\_d91e0232f347175d68aa3e95 |
| course\_dcdb624e3fb8cbaf9a557ab9 | course\_c602622d732dbbc9aceeeddf |
| course\_2a00c702ff402614a950606e | course\_c602622d732dbbc9aceeeddf |
| course\_1b76508145789f8fbc49d1fa | course\_c602622d732dbbc9aceeeddf |
| course\_e0a93fa3466c39b6802e52a7 | course\_c602622d732dbbc9aceeeddf |
| course\_0002a781bc9543f3a2ac1a94 | course\_c602622d732dbbc9aceeeddf |
| course\_eec4aae06b946a73f1878be4 | course\_c602622d732dbbc9aceeeddf |
| course\_fa53f4954bab469b5d4c4fe3 | course\_c602622d732dbbc9aceeeddf |
| course\_2e0053b739243eda32fb0fc2 | course\_c602622d732dbbc9aceeeddf |
| course\_5d98ff5f6adce2207e394dc6 | course\_c602622d732dbbc9aceeeddf |
| course\_4aa5bbed0c86993f5f0dc832 | course\_c602622d732dbbc9aceeeddf |
| course\_9d2db43001abbe58247267ec | course\_43f6dbbaa6745b724bc280e9 |
| course\_2f334f3968bc9545732db707 | course\_43f6dbbaa6745b724bc280e9 |
| course\_dd8d2094feb4657373e2e2f3 | course\_43f6dbbaa6745b724bc280e9 |
| course\_0bf7d1fc20304def0233e765 | course\_43f6dbbaa6745b724bc280e9 |
| course\_2a00c702ff402614a950606e | course\_e8a20e535a6c3679f6eda0e2 |
| course\_1b76508145789f8fbc49d1fa | course\_e8a20e535a6c3679f6eda0e2 |
| course\_06abb97e9793bf858754daa3 | course\_e8a20e535a6c3679f6eda0e2 |
| course\_dcdb624e3fb8cbaf9a557ab9 | course\_e8a20e535a6c3679f6eda0e2 |
| course\_9d2db43001abbe58247267ec | course\_0dd81234665568d1af3dcd29 |
| course\_125235525a77a0df6c440f6b | course\_339e6a9161fe912ae60cd652 |
| course\_c602622d732dbbc9aceeeddf | course\_339e6a9161fe912ae60cd652 |
| course\_9b1d5f832c492d1c4a3ce19c | course\_339e6a9161fe912ae60cd652 |
| course\_834bc468ca49d8090d0f211f | course\_339e6a9161fe912ae60cd652 |
| course\_28c3390ba944d49fd17f7c72 | course\_339e6a9161fe912ae60cd652 |
| course\_583cd0f265d9f29704ca13ea | course\_339e6a9161fe912ae60cd652 |
| course\_2a00c702ff402614a950606e | course\_beaec3fa5cba8f7ea7379188 |
| course\_1b76508145789f8fbc49d1fa | course\_beaec3fa5cba8f7ea7379188 |
| course\_06abb97e9793bf858754daa3 | course\_beaec3fa5cba8f7ea7379188 |
| course\_dcdb624e3fb8cbaf9a557ab9 | course\_beaec3fa5cba8f7ea7379188 |
| course\_49bfd84778d613d29ab2100c | course\_613c146cbacd30cc75dc444d |
| course\_bc8b66a9d302c5aed1303634 | course\_613c146cbacd30cc75dc444d |
| course\_75474c11dc2b9f0b6f591be5 | course\_0bf7d1fc20304def0233e765 |
| course\_c6592733bd6855f32188cfa7 | course\_0bf7d1fc20304def0233e765 |
| course\_2a00c702ff402614a950606e | course\_0bf7d1fc20304def0233e765 |
| course\_dcdb624e3fb8cbaf9a557ab9 | course\_0bf7d1fc20304def0233e765 |
| course\_1b76508145789f8fbc49d1fa | course\_0bf7d1fc20304def0233e765 |
| course\_06abb97e9793bf858754daa3 | course\_0bf7d1fc20304def0233e765 |
| course\_31fb5b7b6bf20ca63e33bd46 | course\_0bf7d1fc20304def0233e765 |
| course\_e0a93fa3466c39b6802e52a7 | course\_0bf7d1fc20304def0233e765 |
| course\_2b59ae9c5e9641dfdbd15861 | course\_0bf7d1fc20304def0233e765 |
| course\_dd2827718d9254cf91326619 | course\_0bf7d1fc20304def0233e765 |
| course\_0bf7d1fc20304def0233e765 | course\_291a40249da8efa7a3c96733 |
| course\_0bf7d1fc20304def0233e765 | course\_6f13e98ae68bbc257936b9c2 |