Massive Data Analytics Concentration Details
| Subject | Mathematical Foundation | Algorithmic Foundation | Tools/Syst for Massive Data | Knowledge Discovery | Visualization |
|---|---|---|---|---|---|
| Required Courses: 6 Total: | 501*(FoMath), 512/513(Alg) A |
512(Basic Alg) A | 527/539(DB), 543(MDS) (Alg) B |
550(MDM) B |
526(DIVA) A |
| Elective Courses: | Stat697: Data Wrangling | 521(LP/OPT) | 539(DB) | 520/530(AI) | 523(Graphics) |
| Elective Courses: | Stat596: Regression Time Series | 513/514(Adv.Alg) | 546/547/544(Sec) | 535/536(ML) | 534(Vision) |
| Independent Studies: | Up to three credits of Independent Studies (604, 605, 606). | ||||
Course Table
| UGrad | Basic | Core | Advanced | Non CS & Seminars | ||||||||
| M.S. Category A | Algorithm |
|
529
|
522
|
711 : 558
| |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Complexity |
452 / 508
|
509
|
538
540
|
|||||||||
| Numerical |
324
|
510
|
||||||||||
| Statistics |
954 : 581
|
960 : 563
960 : 565
960 : 588
| ||||||||||
| M.S. Category B | Arch |
505
|
507
|
|||||||||
| OS/DS |
518
|
519
|
545
|
|||||||||
| Networking |
552
|
553
|
67x :
Cloud Computing | |||||||||
| Cm/PL |
415
|
515
|
516
|
67x
Parallel Prog | ||||||||
| Security | 544
|
|
67x :
Cryptography | |||||||||
| DB |
336
|
|
|
541
|
||||||||
| AI |
|
532
|
533
598
|
|||||||||
| ML |
|
|
||||||||||
| Graphics |
428
|
|
67x :
Game Science | |||||||||
| Vision\InfoVis |
|
580
332 : 561
332 : 562
332 : 570
|
||||||||||
| Robotics |
560
|
562
|