Statistical Computing and Data Mining - January 14, 2023

Category=Required of All Specializations

Term Course Title Instructor Time Credit
Fall 22 STAT 518 PROBABILITY Kimmel, Marek 10:50 AM - 12:05 PM TR 3
Spring 23 STAT 519 STATISTICAL INFERENCE Chi, Eric C. 10:50 AM - 12:05 PM TR 3
Spring 23 STAT 605 R FOR DATA SCIENCE Bertolusso, Roberto L. 04:00 PM - 05:15 PM TR 3
Fall 22 STAT 615 REGRESSION AND LINEAR MODELS Li, Meng 02:00 PM - 03:15 PM MW 3
Spring 23 STAT 616 ADVANCED STATISTICAL METHODS Dobelman, John A. 01:00 PM - 02:15 PM TR 3

Statistical Computing and Data Mining - January 14, 2023

Category=Track - Statistical Computing and Data Mining (9 hours)

Term Course Title Instructor Time Credit
Fall 22 STAT 525 BAYESIAN STATISTICS Vannucci, Marina 02:30 PM - 03:45 PM TR 3
Spring 23 STAT 541 MULTIVARIATE ANALYSIS Womack, Andrew 09:35 AM - 10:50 AM MW 3
Spring 15 STAT 542 SIMULATION Thompson, James R. 02:30PM - 03:45PM TR 3
Spring 23 COMP 553 BIG DATA MGMT FOR DATA SCIENCE Myers, Risa B. 02:00 PM - 02:50 PM MWF 3
Fall 22 ELEC 578 INTRO TO MACHINE LEARNING Allen, Genevera I. 02:30 PM - 03:45 PM TR 3
Spring 23 INDE 577 DATA SCI & MACHINE LEARNING Davila, Randy R. 01:00 PM - 03:30 PM F 3

Statistical Computing and Data Mining - January 14, 2023

Category=Free Electives

Term Course Title Instructor Time Credit
Spring 23 STAT 502 NEURAL MACHINE LEARNING I Merenyi, Erzsebet 02:30 PM - 03:45 PM TR 3
Spring 19 STAT 503 TOPICS METHODS&DATA ANALYSIS Stevenson, Randolph T. 09:00 AM - 11:50 AM R 3
Spring 23 STAT 530 CAUSAL ANALYSIS Shaw, Chad A.; Renwick, Alexander 04:00 PM - 05:15 PM TR 3
Spring 16 STAT 549 FUNCTIONAL DATA ANALYSIS Cox, Dennis D. 10:50AM - 12:05PM TR 3
Spring 20 STAT 550 NONPARAMETRIC FUNCTION EST Scott, David W. 02:30 PM - 03:45 PM TR 3
Fall 20 STAT 551 DEPENDENT DATA Ensor, Katherine 04:50 PM - 06:10 PM TR 3
Spring 23 STAT 552 APPLIED STOCHASTIC PROCESSES Kimmel, Marek 09:25 AM - 10:40 AM TR 3
Fall 21 STAT 602 NEURAL MACHINE LEARNING II Merenyi, Erzsebet 04:00 PM - 05:15 PM TR 3
Spring 21 STAT 606 SAS STATISTICAL PROGRAMMING Bertolusso, Roberto L. 04:50 PM - 06:10 PM TR 3
Spring 22 STAT 613 STAT MACHINE LEARNING Chi, Eric C. 09:25 AM - 10:40 AM TR 3
Spring 17 STAT 620 SPECIAL TOPICS Allen, Genevera I. 01:00 PM - 02:15 PM TR 3
Spring 13 STAT 639 EXTREME VALUE THEORY Rojo, Javier 04:00PM - 06:59PM W 3
Spring 11 STAT 645 DATA VISUALISATION Wickham, Hadley 09:35AM - 10:50AM MW 3
Spring 21 STAT 648 GRAPH MODELS & NETWORKS Schweinberger, Michael 04:50 PM - 06:10 PM TR 3
Spring 22 STAT 650 STOCH CONTRL & STOCH DIFF EQU Ernst, Philip A. 02:30 PM - 03:45 PM TR 3
Spring 22 STAT 685 ENVIR STAT & DECISION MAKING Hopkins, Loren P. 05:10 PM - 06:40 PM MW 3
Fall 22 STAT 687 COFES BLOCKCHAIN/CRYPTO Sanchez Rodriguez, Manolo; Aman, Jim 11:00 AM - 11:50 AM MWF 3
Fall 19 STAT 696 RTG CROSS-TRAINING IN DATA SCI Vannucci, Marina; Nakhleh, Luay   1
Spring 13 STAT 698 RESEARCH THEMES IN MATH. SCI. Cox, Steven J. 04:00PM - 04:59PM T 1 TO 3
Spring 20 CAAM 435 DYNAMICAL SYSTEMS Damanik, David T. 01:00 PM - 02:15 PM TR 3
Fall 22 CAAM 453 NUMERICAL ANALYSIS I de Hoop, Maarten V. 09:00 AM - 09:50 AM MWF 3
Spring 23 CAAM 470 GRAPH THEORY Perini, Tyler 10:50 AM - 12:05 PM TR 3
Fall 22 CAAM 560 OPTIMIZATION THEORY Tapia, Richard A. 02:00 PM - 02:50 PM MWF 3
Fall 22 COMP 504 GR OBJ-ORIENTED PROG & DESIGN Joyner, Mack 10:00 AM - 10:50 AM MWF 3
Spring 23 COMP 522 MULTI-CORE COMPUTING Mellor-Crummey, John M. 01:00 PM - 02:15 PM TR 3
Spring 23 COMP 530 DATABASE SYSTEM IMPLEMENTATION Jermaine, Christopher M. 01:00 PM - 01:50 PM MWF 3 TO 4
Fall 22 COMP 533 INTRO TO DATABASE SYSTEMS Myers, Risa B. 02:00 PM - 02:50 PM MWF 3
Spring 22 COMP 540 STATISTICAL MACHINE LEARNING Subramanian, Devika 10:00 AM - 10:50 AM MWF 4
Spring 18 COMP 542 LARGE-SCALE MACHINE LEARNING Shrivastava, Anshumali 11:00 AM - 11:50 AM MWF 3
Fall 22 COMP 543 GR TOOLS & MODELS - DATA SCI Jermaine, Christopher M. 02:00 PM - 02:50 PM MWF 3
Fall 21 COMP 557 ARTIFICIAL INTELLIGENCE Subramanian, Devika 09:25 AM - 10:40 AM TR 4
Fall 22 COMP 576 INTRODUCTION TO DEEP LEARNING Patel, Ankit B. 02:00 PM - 04:30 PM W 3
Spring 23 COMP 614 PROGRAMMING FOR DATA SCIENCE Paul, Sanjoy   3
Spring 21 DSCI 515 DATA SCIENCE CONSULTING Chen, Su; Barman, Arko 01:30 PM - 04:10 PM M;01:30 PM - 02:25 P 3
Spring 23 DSCI 535 DATA SCIENCE PROJECTS Barman, Arko; Chen, Su; Lan, Xinjie 04:00 PM - 05:30 PM MW 4
Spring 23 ELEC 431 DIGITAL SIGNAL PROCESSING Orchard, Michael T. 11:00 AM - 11:50 AM MWF 3
Fall 18 ELEC 501 APPROXIMATION OF SYSTEMS Antoulas, Athanasios C. 04:00 PM - 05:15 PM TR 3
Fall 22 ELEC 515 EMBEDDED MACHINE LEARNING Lin, Yingyan 02:00 PM - 03:15 PM WF 3
Spring 23 ELEC 546 INTRO TO COMPUTER VISION Balakrishnan, Guha 04:00 PM - 05:15 PM MW 3
Fall 22 ELEC 548 NEURAL SIGNAL PROCESSING Kemere, Caleb T. 10:50 AM - 12:05 PM TR 3
Spring 23 ELEC 558 DIGITAL SIGNAL PROCESSING Orchard, Michael T. 11:00 AM - 11:50 AM MWF 3
Spring 23 ELEC 571 IMAGING AT THE NANOSCALE Kelly, Kevin F. 02:00 PM - 03:15 PM MW 3
Fall 22 ELEC 677 QUANTUM COMPUTING WITH QISKIT Chen, Songtao 09:25 AM - 10:40 AM TR 1 TO 4
Spring 18 ELEC 681 FUNDAMENTALS MACHINE LEARNING Schwanauer, Stephen M. 02:00 PM - 04:50 PM F 3
Spring 18 MGMT 649 DATA MINING FOR BUS ANALYTICS Hamidieh, Kamal 01:30 PM - 06:30 PM S;07:30 AM - 12:30 P 1.5

Statistical Computing and Data Mining - January 14, 2023

Category=Other Optional Courses

Term Course Title Instructor Time Credit
Spring 23 STAT 590 GRAD RESEARCH IN STATISTICS Viens, Frederi   1 TO 15
Fall 21 CHBE 615 APPL MOLEC SIMULATN&STAT MECH Chapman, Walter G. 10:50 AM - 12:05 PM TR 3
Fall 22 EEPS 585 COMP&DATA SCI ENERGY INDUSTRY Araya Polo, Mauricio; Alpak, Omer 03:00 PM - 05:30 PM M 3
Fall 22 EEPS 650 GEOPHYSICAL DATA ANALYSIS Niu, Fenglin 10:00 AM - 10:50 AM MWF 3
Spring 16 ENGI 779 BUSINESS & URBAN ANALYTICS Hamidieh, Kamal 06:15PM - 09:30PM T 3
Fall 22 PHYS 425 STATISTICAL & THERMAL PHYSICS Hulet, Randy 01:00 PM - 02:15 PM TR 3
Spring 23 PHYS 526 STATISTICAL PHYSICS Dai, Pengcheng 10:00 AM - 10:50 AM MWF 3
Spring 23 PHYS 600 ADVANCED TOPICS IN PHYSICS Ecklund, Karl M. 03:20 PM - 04:35 PM MF 3

Statistical Computing and Data Mining - January 14, 2023

Category=Potential MCSE HPC Options

Term Course Title Instructor Time Credit
Fall 21 CAAM 436 MODELING MATHEMATICAL PHYSICS Riviere, Beatrice 01:00 PM - 02:15 PM TR 3
Fall 22 CAAM 519 COMPUTATIONAL SCIENCE I Chan, Jesse 11:00 AM - 11:50 AM MWF 3
Spring 22 CAAM 564 NUMERICAL OPTIMIZATION Heinkenschloss, Matthias 10:50 AM - 12:05 PM TR 3
Fall 14 COMP 482 DESIGN/ANALYSIS OF ALGORITHMS Palem, Krishna V. 10:50AM - 12:05PM TR 3
Spring 23 COMP 522 MULTI-CORE COMPUTING Mellor-Crummey, John M. 01:00 PM - 02:15 PM TR 3
Fall 22 COMP 534 PARALLEL COMPUTING Mellor-Crummey, John M. 02:30 PM - 03:45 PM TR 4
Spring 23 COMP 539 SOFTWARE ENGINEER METHODOLOGY Stolboushkin, Alexei 03:00 PM - 03:50 PM MWF 4
Spring 23 COMP 582 GR DESGN ANALY OF ALGORITHMS Braverman, Vladimir 11:00 AM - 11:50 AM MWF 3
Spring 23 COMP 630 DATABASES Greiner, John D.   3
Spring 23 COMP 643 BIG DATA Orooji, Marmar   3
Spring 23 COMP 665 DATA VISUALIZATION Warren, Joe D. 04:00 PM - 05:15 PM MF 3
Spring 23 COMP 680 STATS COMPUTING DATA SCIENCE Fagan, Mike   3

Statistical Computing and Data Mining - January 14, 2023

Category=Enrichment

Term Course Title Instructor Time Credit
Spring 23 ENGI 501 WORKPLACE COMMUNICATION Glavan, Mary 04:00 PM - 05:15 PM TR 3
Spring 23 ENGI 505 ENG ECONOMICS & PROJECT MGMT Segner, Ed 02:00 PM - 04:59 PM M 3
Spring 23 ENGI 510 TECHNICAL AND MANAGERIAL COMM Mardis, Jerlyn L. 03:00 PM - 05:30 PM W 3
Fall 20 ENGI 515 LEADING TEAMS AND INNOVATION Hennessy, James P. 03:10 PM - 04:30 PM TR 3
Fall 21 ENGI 525 PITCHING NEW IDEAS Lipp, Chris 12:00 PM - 12:50 PM M 1
Fall 22 ENGI 529 ETHICS & ENGINRNG LEADERSHIP Segner, Ed 02:00 PM - 04:50 PM M 3
Spring 18 ENGI 545 STRATEGIC THINKING Chevallier, Arnaud M. 01:00 PM - 03:50 PM T 3
Fall 21 ENGI 555 ENGINEERING PERSUASION Lipp, Chris 10:50 AM - 12:05 PM TR 3
Fall 22 ENGI 610 MGT FOR SCIENCE/ENGINEERING Kapusta, Sergio D. 06:00 PM - 07:29 PM TR 3
Fall 22 ENGI 614 LEARNING HOW TO INNOVATE? Mooiweer, Henk 01:00 PM - 03:30 PM T 2
Spring 23 ENGI 615 LEADERSHIP COACHING FOR ENGR Porche, Germaine 03:00 PM - 06:00 PM M 3
Spring 23 RCEL 501 ENGINEERING MGMT & LEADERSHIP Gomez, Steve   3
Spring 23 RCEL 504 ETHICAL-TECHNICAL LEADERSHIP Kapusta, Sergio D.   3
Spring 23 RCEL 505 LEADING ENGINEERING ECONOMICS Gray, Joshua   3
Spring 23 RCEL 542 PROFESSIONAL COMMUNICATION Moran, Gayle M. 04:00 PM - 06:30 PM R 3