Program Outcomes | ||||||||||||||
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Code | Course Type | L1 | L2 | L3 | L4 | L5 | L6 | F1 | F2 | F3 | P1 | P2 | P3 | |

BIO 501 | Area Electives | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 3 | 5 | 2 | 2 | 3 | |

BIO 502 | Area Electives | 5 | 4 | 3 | 3 | 5 | 5 | 2 | 5 | 5 | ||||

BIO 511 | Area Electives | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | |

BIO 512 | Area Electives | |||||||||||||

BIO 532 | Area Electives | |||||||||||||

BIO 541 | Area Electives | 5 | 5 | 5 | 4 | 5 | 5 | 2 | 2 | 3 | 1 | 1 | 1 | |

BIO 543 | Area Electives | |||||||||||||

BIO 567 | Area Electives | |||||||||||||

BIO 570 | Area Electives | 4 | 4 | 4 | 4 | 5 | 5 | 2 | 3 | 4 | ||||

BIO 580 | Area Electives | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | ||||

BIO 581 | Area Electives | |||||||||||||

BIO 606 | Area Electives | |||||||||||||

BIO 610 | Area Electives | 5 | 3 | 5 | 4 | 5 | 4 | 3 | 5 | 5 | ||||

BIO 633 | Area Electives | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | |

BIO 634 | Area Electives | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 5 | ||||

BIO 636 | Area Electives | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 5 | 1 | 1 | 1 | |

BIO 641 | Area Electives | |||||||||||||

BIO 642 | Area Electives | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 5 | 5 | ||||

BIO 644 | Area Electives | |||||||||||||

BIO 645 | Area Electives | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | |

BIO 676 | Area Electives | |||||||||||||

CHEM 505 | Area Electives | 4 | 1 | 5 | 2 | 4 | 4 | 3 | 2 | 4 | 1 | 1 | 1 | |

CS 500 | Core Electives | 5 | 3 | 4 | 4 | 5 | 4 | 4 | 2 | 2 | 5 | 5 | 4 | |

CS 501 | Core Electives | 3 | 1 | 1 | 3 | 1 | 2 | 1 | 1 | 1 | 5 | 5 | 5 | |

CS 503 | Core Electives | 4 | 1 | 1 | 2 | 3 | 3 | 3 | 2 | 4 | 5 | 4 | 3 | |

CS 504 | Core Electives | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 3 | 1 | 5 | 5 | 5 | |

CS 505 | Core Electives | 5 | 4 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 3 | 1 | |

CS 506 | Core Electives | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | |

CS 507 | Core Electives | 3 | 1 | 3 | 2 | 4 | 4 | 3 | 3 | 3 | 5 | 5 | 4 | |

CS 508 | Core Electives | 5 | 5 | 3 | 5 | 5 | 5 | 4 | 5 | 3 | 5 | 5 | 5 | |

CS 510 | Core Electives | |||||||||||||

CS 512 | Core Electives | 5 | 1 | 3 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | |

CS 517 | Core Electives | 4 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | |

CS 525 | Core Electives | 5 | 2 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | |

CS 526 | Core Electives | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 4 | |

CS 531 | Core Electives | 1 | 1 | 1 | 2 | 3 | 2 | 3 | 3 | 2 | 5 | 5 | 3 | |

CS 534 | Core Electives | 1 | 1 | 3 | 4 | 4 | 3 | 4 | 4 | 2 | 4 | 4 | 3 | |

CS 535 | Core Electives | 2 | 1 | 4 | 1 | 4 | 1 | 4 | 3 | 1 | 4 | 4 | 1 | |

CS 539 | Core Electives | 3 | 1 | 2 | 3 | 2 | 2 | 5 | 2 | 2 | 5 | 4 | 3 | |

CS 543 | Core Electives | 5 | 3 | 4 | 5 | 5 | 5 | 5 | 3 | 4 | 5 | 5 | 5 | |

CS 551 | Required Courses | 4 | 4 | 2 | 2 | 3 | 2 | 1 | 1 | 1 | 3 | 1 | 1 | |

CS 552 | Required Courses | 5 | 2 | 4 | 1 | 2 | 5 | 1 | 1 | 5 | 2 | 2 | 4 | |

CS 560 | Core Electives | 5 | 1 | 4 | 2 | 2 | 4 | 5 | 5 | 1 | 5 | 5 | 5 | |

CS 580 | Core Electives | |||||||||||||

CS 58000 | Core Electives | |||||||||||||

CS 581 | Core Electives | |||||||||||||

CS 582 | Core Electives | 5 | 2 | 4 | 3 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | |

CS 590 | Master Thesis | 5 | 4 | 3 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | |

CS 680 | Core Electives | |||||||||||||

CS 68000 | Core Electives | |||||||||||||

CS 68001 | Core Electives | |||||||||||||

CS 681 | Core Electives | 4 | 2 | 2 | 2 | 5 | 5 | 3 | 3 | 4 | 5 | 5 | 5 | |

EE 521 | Area Electives | |||||||||||||

EE 523 | Area Electives | 3 | 2 | 4 | 4 | 3 | 5 | 4 | 4 | 4 | ||||

EE 524 | Area Electives | 3 | 2 | 4 | 2 | 4 | 3 | 5 | 5 | 5 | ||||

EE 525 | Area Electives | |||||||||||||

EE 528 | Area Electives | 5 | 1 | 2 | 3 | 3 | 4 | 5 | 3 | 2 | ||||

EE 533 | Area Electives | 5 | 3 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 3 | 4 | |

EE 534 | Area Electives | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 2 | 2 | 1 | |

EE 536 | Area Electives | |||||||||||||

EE 537 | Area Electives | 5 | 2 | 5 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 3 | 4 | |

EE 541 | Area Electives | |||||||||||||

EE 544 | Area Electives | |||||||||||||

EE 550 | Area Electives | 5 | 2 | 2 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 3 | 4 | |

EE 551 | Area Electives | 5 | 4 | 5 | 3 | 5 | 4 | 4 | 3 | 3 | 3 | 4 | 3 | |

EE 552 | Area Electives | 5 | 4 | 5 | 3 | 5 | 4 | 4 | 3 | 3 | 3 | 4 | 3 | |

EE 554 | Area Electives | |||||||||||||

EE 555 | Area Electives | 5 | 3 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | ||||

EE 556 | Area Electives | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | |

EE 561 | Area Electives | |||||||||||||

EE 563 | Area Electives | 5 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | |

EE 566 | Area Electives | 5 | 5 | 4 | 4 | 5 | 5 | |||||||

EE 567 | Area Electives | 5 | 3 | 4 | 5 | 5 | 3 | 5 | 5 | 4 | ||||

EE 568 | Area Electives | |||||||||||||

EE 569 | Area Electives | 5 | 1 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 5 | 4 | 5 | |

EE 571 | Area Electives | 5 | 5 | 3 | 5 | 3 | 5 | 5 | 3 | 4 | ||||

EE 573 | Area Electives | 3 | 2 | 2 | 2 | 1 | 1 | 5 | 5 | 4 | 3 | 1 | 1 | |

EE 580 | Area Electives | |||||||||||||

EE 58000 | Area Electives | |||||||||||||

EE 584 | Area Electives | |||||||||||||

EE 621 | Area Electives | 5 | 2 | 3 | 3 | 4 | 4 | 5 | 3 | 2 | ||||

EE 626 | Area Electives | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | |

EE 627 | Area Electives | 4 | 2 | 3 | 4 | 4 | 4 | 5 | 4 | 4 | 3 | 2 | 1 | |

EE 628 | Area Electives | 5 | 3 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 3 | 1 | 1 | |

EE 633 | Area Electives | 4 | 4 | 4 | 4 | 3 | 5 | 5 | 4 | 4 | ||||

EE 634 | Area Electives | |||||||||||||

EE 654 | Area Electives | 5 | 1 | 4 | 4 | 4 | 4 | 5 | 3 | 5 | ||||

EE 672 | Area Electives | 4 | 2 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | ||||

EE 68000 | Area Electives | 5 | 1 | 3 | 5 | 5 | 5 | 5 | 1 | 2 | 2 | 2 | 1 | |

EE 684 | Area Electives | |||||||||||||

ENS 505 | Area Electives | 5 | 4 | 4 | 4 | 5 | 5 | 4 | 5 | 5 | ||||

ENS 511 | Area Electives | 5 | 2 | 3 | 4 | 4 | 4 | 5 | 3 | 5 | 5 | 2 | 4 | |

ENS 512 | Area Electives | |||||||||||||

ENS 513 | Area Electives | |||||||||||||

ENS 514 | Area Electives | |||||||||||||

ENS 521 | Area Electives | 5 | 5 | 5 | 4 | 5 | 5 | 3 | 1 | 4 | ||||

ENS 525 | Area Electives | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | ||||

ENS 526 | Area Electives | |||||||||||||

ENS 555 | Required Courses | 5 | 2 | 4 | 1 | 5 | 3 | 1 | 1 | 4 | 3 | 3 | 3 | |

ETM 590 | Area Electives | |||||||||||||

GR 501E | Required Courses | 5 | 5 | 1 | 4 | 4 | 3 | 1 | 1 | 2 | 1 | 1 | 1 | |

GR 502E | Required Courses | |||||||||||||

GR 503E | Required Courses | |||||||||||||

GR 555E | Required Courses | 5 | 4 | 5 | 4 | 5 | 5 | |||||||

IE 501 | Area Electives | 5 | 1 | 2 | 3 | 2 | 4 | 3 | 3 | 3 | 3 | 1 | 1 | |

IE 503 | Area Electives | 5 | 1 | 4 | 5 | 4 | 4 | 5 | 1 | 2 | ||||

IE 509 | Area Electives | |||||||||||||

IE 512 | Area Electives | 5 | 1 | 1 | 1 | 3 | 2 | 3 | 2 | 5 | 4 | 4 | 5 | |

IE 514 | Area Electives | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 1 | 1 | 1 | |

IE 515 | Area Electives | |||||||||||||

IE 516 | Area Electives | 4 | 2 | 4 | 5 | 4 | 4 | 4 | 4 | 2 | 2 | 1 | 1 | |

IE 522 | Area Electives | |||||||||||||

IE 524 | Area Electives | |||||||||||||

IE 525 | Area Electives | 5 | 1 | 3 | 4 | 5 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | |

IE 527 | Area Electives | 5 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 2 | 2 | 2 | |

IE 532 | Area Electives | 5 | 1 | 1 | 2 | 2 | 1 | |||||||

IE 545 | Area Electives | |||||||||||||

IE 563 | Area Electives | 5 | 3 | 5 | 4 | 4 | 4 | 5 | 4 | 4 | 1 | 1 | 1 | |

IE 565 | Area Electives | 4 | 3 | 4 | 4 | 4 | 5 | 4 | 3 | 4 | 3 | 1 | 1 | |

IE 566 | Area Electives | 4 | 2 | 4 | 4 | 4 | 3 | 4 | 3 | 3 | 2 | 1 | 1 | |

IE 567 | Area Electives | |||||||||||||

IE 580 | Area Electives | 5 | 2 | 4 | 4 | 4 | 5 | 4 | 5 | 5 | ||||

IE 58000 | Area Electives | 5 | 1 | 4 | 3 | 3 | 4 | 5 | 4 | 3 | 3 | 3 | 1 | |

IE 58001 | Area Electives | |||||||||||||

IE 58002 | Area Electives | 5 | 3 | 4 | 3 | 3 | 4 | 5 | 3 | 3 | ||||

IE 58003 | Area Electives | |||||||||||||

IE 581 | Area Electives | 5 | 1 | 1 | 2 | 2 | 3 | 3 | 4 | 4 | ||||

IE 582 | Area Electives | 5 | 3 | 4 | 4 | 5 | 4 | 5 | 4 | 3 | ||||

IE 601 | Area Electives | 5 | 1 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | ||||

IE 602 | Area Electives | 5 | 4 | 4 | 3 | 4 | 3 | 5 | 5 | 4 | 1 | 1 | 1 | |

IE 605 | Area Electives | |||||||||||||

IE 606 | Area Electives | |||||||||||||

IE 640 | Area Electives | |||||||||||||

IE 680 | Area Electives | |||||||||||||

IE 681 | Area Electives | 5 | 3 | 4 | 3 | 2 | 3 | 4 | 5 | 5 | ||||

IE 682 | Area Electives | |||||||||||||

MAT 501 | Area Electives | |||||||||||||

MAT 502 | Area Electives | 5 | 2 | 3 | 3 | 2 | 3 | 5 | 2 | 3 | 2 | 1 | 1 | |

MAT 504 | Area Electives | |||||||||||||

MAT 505 | Area Electives | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | ||||

MAT 507 | Area Electives | |||||||||||||

MAT 509 | Area Electives | |||||||||||||

MAT 510 | Area Electives | |||||||||||||

MAT 511 | Area Electives | 3 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | ||||

MAT 514 | Area Electives | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 2 | 2 | 1 | 1 | 1 | |

MAT 518 | Area Electives | |||||||||||||

MAT 520 | Area Electives | 4 | 1 | 4 | 4 | 4 | 5 | 4 | 3 | 5 | ||||

MAT 521 | Area Electives | |||||||||||||

MAT 522 | Area Electives | |||||||||||||

MAT 523 | Area Electives | |||||||||||||

MAT 524 | Area Electives | 4 | 1 | 5 | 3 | 4 | 4 | 4 | 2 | 3 | ||||

MAT 560 | Area Electives | |||||||||||||

MAT 571 | Area Electives | 5 | 1 | 3 | 3 | 5 | 5 | 2 | 4 | 5 | ||||

MAT 580 | Area Electives | |||||||||||||

MAT 671 | Area Electives | |||||||||||||

MAT 672 | Area Electives | 5 | 1 | 3 | 5 | 4 | 5 | 5 | 5 | 5 | ||||

MAT 680 | Area Electives | 5 | 3 | 4 | 4 | 1 | 5 | 5 | 5 | 5 | ||||

MAT 68000 | Area Electives | |||||||||||||

MATH 501 | Area Electives | 5 | 2 | 5 | 2 | 3 | 4 | 3 | 2 | 3 | 3 | 2 | 2 | |

MATH 502 | Area Electives | 5 | 1 | 5 | 3 | 2 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | |

MATH 505 | Area Electives | 4 | 1 | 4 | 2 | 1 | 4 | 1 | 1 | 1 | ||||

MATH 511 | Area Electives | 5 | 1 | 1 | 1 | 4 | 3 | |||||||

MATH 512 | Area Electives | 5 | 3 | 4 | 4 | 3 | 1 | 2 | 5 | 2 | 2 | |||

MATH 514 | Area Electives | 5 | 2 | 2 | 3 | 3 | 4 | 4 | 1 | 2 | 5 | 3 | 2 | |

MATH 517 | Area Electives | |||||||||||||

MATH 519 | Area Electives | 5 | 2 | 2 | 3 | 3 | 5 | 1 | 1 | 2 | 5 | 3 | 3 | |

MATH 523 | Area Electives | |||||||||||||

MATH 524 | Area Electives | 5 | 4 | 4 | 4 | 3 | 4 | 2 | 2 | 3 | 5 | 3 | 3 | |

MATH 525 | Area Electives | |||||||||||||

MATH 526 | Area Electives | 5 | 1 | 3 | 2 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | |

MATH 531 | Area Electives | |||||||||||||

MATH 532 | Area Electives | |||||||||||||

MATH 541 | Area Electives | |||||||||||||

MATH 542 | Area Electives | |||||||||||||

MATH 555 | Area Electives | |||||||||||||

MATH 561 | Area Electives | 4 | 1 | 2 | 3 | 5 | 3 | 1 | 1 | 2 | 1 | 1 | 1 | |

MATH 571 | Area Electives | 4 | 1 | 2 | 2 | 1 | 3 | 1 | 1 | 1 | 2 | 2 | 2 | |

MATH 572 | Area Electives | 5 | 2 | 3 | 3 | 3 | 3 | 4 | 2 | 3 | 5 | 4 | 3 | |

MATH 576 | Area Electives | |||||||||||||

MATH 578 | Area Electives | |||||||||||||

MATH 58000 | Area Electives | 5 | 1 | 1 | 1 | 4 | 3 | 1 | 1 | 1 | ||||

MATH 58001 | Area Electives | 5 | 2 | 4 | 4 | 3 | 5 | 3 | 1 | 1 | ||||

MATH 601 | Area Electives | |||||||||||||

MATH 602 | Area Electives | 5 | 1 | 4 | 2 | 2 | 5 | |||||||

MATH 612 | Area Electives | |||||||||||||

MATH 616 | Area Electives | 5 | 1 | 3 | 2 | 4 | 5 | |||||||

MATH 618 | Area Electives | |||||||||||||

MATH 636 | Area Electives | |||||||||||||

MATH 639 | Area Electives | |||||||||||||

MATH 68001 | Area Electives | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |

MATH 68002 | Area Electives | |||||||||||||

MATH 68003 | Area Electives | 5 | 5 | 5 | 3 | 5 | ||||||||

ME 502 | Area Electives | 5 | 3 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 1 | 1 | |

ME 512 | Area Electives | |||||||||||||

ME 515 | Area Electives | 5 | 4 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | ||||

ME 520 | Area Electives | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 3 | 5 | ||||

ME 525 | Area Electives | 5 | 1 | 4 | 5 | 3 | 4 | 5 | 5 | 5 | ||||

ME 530 | Area Electives | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | |||||

ME 535 | Area Electives | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 5 | 4 | 4 | |

ME 537 | Area Electives | |||||||||||||

ME 561 | Area Electives | |||||||||||||

ME 562 | Area Electives | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | ||||

ME 58000 | Area Electives | |||||||||||||

ME 58001 | Area Electives | |||||||||||||

ME 58002 | Area Electives | |||||||||||||

ME 582 | Area Electives | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 3 | 5 | ||||

ME 583 | Area Electives | 5 | 1 | 3 | 4 | 3 | 3 | 5 | 2 | 3 | ||||

ME 682 | Area Electives | |||||||||||||

ME 683 | Area Electives | |||||||||||||

MFG 511 | Area Electives | 5 | 4 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | |

MFG 512 | Area Electives | |||||||||||||

MFG 58000 | Area Electives | |||||||||||||

MFG 5801 | Area Electives | |||||||||||||

NS 501 | Area Electives | |||||||||||||

NS 566 | Area Electives | 5 | 1 | 2 | 1 | 4 | 4 | |||||||

PHYS 501 | Area Electives | 4 | 2 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 3 | 2 | |

PHYS 511 | Area Electives | 5 | 1 | 3 | 3 | 4 | 5 | 1 | 1 | 1 | 3 | 1 | 1 | |

PHYS 512 | Area Electives | 5 | 1 | 3 | 3 | 4 | 5 | 1 | 1 | 1 | 3 | 1 | 1 | |

PHYS 531 | Area Electives | 5 | 1 | 4 | 5 | 3 | 4 | 5 | 4 | 5 | 4 | 2 | 3 | |

PHYS 532 | Area Electives | 5 | 1 | 4 | 5 | 3 | 4 | 2 | 4 | 4 | 2 | 1 | 1 | |

PHYS 538 | Area Electives | |||||||||||||

PHYS 541 | Area Electives | 5 | 4 | 5 | 4 | 3 | 5 | 3 | 3 | 5 | 3 | 2 | 3 | |

PHYS 550 | Area Electives | 5 | 1 | 3 | 5 | 4 | 5 | |||||||

PHYS 555 | Area Electives | |||||||||||||

PHYS 561 | Area Electives | 5 | 3 | 4 | 4 | 4 | 5 | 3 | 3 | 4 | ||||

PHYS 566 | Area Electives | |||||||||||||

PHYS 584 | Area Electives | 5 | 2 | 5 | 5 | 4 | 5 | |||||||

PHYS 591 | Area Electives | |||||||||||||

PHYS 592 | Area Electives | 5 | 1 | 3 | 2 | 4 | 4 | 3 | 3 | 3 | 1 | 1 | 1 | |

XM 590 | Area Electives | 5 | 5 | 5 | 5 | 5 | 5 |

L1: | Develop the ability to use critical, analytical, and reflective thinking and reasoning |
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L2: | Reflect on social and ethical responsibilities in his/her professional life. |

L3: | Gain experience and confidence in the dissemination of project/research outputs |

L4: | Work responsibly and creatively as an individual or as a member or leader of a team and in multidisciplinary environments. |

L5: | Communicate effectively by oral, written, graphical and technological means and have competency in English. |

L6: | Independently reach and acquire information, and develop appreciation of the need for continuously learning and updating. |

F1: | Design and model engineering systems and processes and solve engineering problems with an innovative approach. |

F2: | Establish experimental setups, conduct experiments and/or simulations. |

F3: | Analytically acquire and interpret data. |

P1: | Apply knowledge of mathematics, science, and engineering in computer science and engineering related problems. |

P2: | Display knowledge of contemporary issues in computer science and engineering and apply to a particular problem. |

P3: | Demonstrate the use of results from interpreted data to improve the quality of research or a product in computer science and engineering. |