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
|