Course dates and registration deadlines for all courses offered within the Institute for Analysis and Industry Advancement (IAIA).
Data Science Undergraduate Certificate
This table provides the course number, what term it is offered with dates, length of course, registration deadline and instructor. This is a 6-column table with the header/column titles in the first row.
CRN
Term
Dates
Length
Registration Deadline
Instructor
85125
Fall POT2
8/25 - 10/18
8 Weeks
8/24/2025
Achraf Cohen
85350
Fall POT3
10/20 - 12/13
8 Weeks
10/19/25
Achraf Cohen
16013
Spring POT2
1/7-2/28
8 Weeks
1/6/2026
Achraf Cohen
17978
Spring POT3
3/2-5/2
8 Weeks
3/1/2026
Achraf Cohen
Course Description:
Throughout the course, there will be hands-on exercises with computing resources. The course will include introductions to several packages in R, particularly Tidyverse, libraries in Python such as Pandas/NumPy/Statsmodels, SQL clauses and summary statistics, and Spark framework for distributed computing.
This table provides the course number, what term it is offered with dates, length of course, registration deadline and instructor. This is a 6-column table with the header/column titles in the first row.
CRN
Term
Dates
Length
Registration Deadline
Instructor
86966
Fall POT2
8/25 - 10/18
8 Weeks
8/24/2025
Ann Aksut
86967
Fall POT3
10/20 - 12/13
8 Weeks
10/19/2025
Ann Aksut
17979
Spring POT2
1/7-2/28
8 Weeks
1/6/2026
Ann Aksut
18777
Spring POT3
3/2-5/2
8 Weeks
3/1/2026
Ann Aksut
Course Description:
Organizations can generate copious amounts of data. Extracting useful knowledge from data Warehouses to utilize in decision-making can provide a competitive advantage for an organization by identifying strengths and weaknesses. In this course, you will learn data warehouse organization, how to analyze data through analytical queries, and apply machine learning algorithms to build predictive models.
This table provides the course number, what term it is offered with dates, length of course, registration deadline and instructor. This is a 6-column table with the header/column titles in the first row.
CRN
Term
Dates
Length
Registration Deadline
Instructor
85446
Fall POT2
8/25 - 10/18
8 Weeks
8/24/2025
Aletheia Zambesi-Middleton
84943
Fall POT3
10/20 - 12/13
8 Weeks
10/19/2025
Aletheia Zambesi-Middleton
16062
Spring POT2
1/7-2/28
8 Weeks
1/6/2026
Aletheia Zambesi-Middleton
16063
Spring POT3
3/2-5/2
8 Weeks
3/1/2026
Aletheia Zambesi-Middleton
Course Description:
This builds the fundamentals of statistics necessary for students to perform and interpret appropriate hypothesis tests using software based on the data and research questions at hand.
This table provides the course number, what term it is offered with dates, length of course, registration deadline and instructor. This is a 6-column table with the header/column titles in the first row.
CRN
Term
Dates
Length
Registration Deadline
Instructor
85448
Fall POT2
8/25 - 10/18
8 Weeks
8/24/2025
Samantha Seals
84942
Fall POT3
10/20 - 12/13
8 Weeks
10/19/2025
Samantha Seals
16180
Spring POT2
1/7-2/28
8 Weeks
1/6/2026
Samantha Seals
16418
Spring POT3
3/2-5/2
8 Weeks
3/1/2026
Samantha Seals
Course Description:
Statistics for Data Science II is a second course in statistics for students in data science. This course covers the application of regression analysis techniques using softwares for statistical analysis. Broadly, students will learn how to construct statistical models and disseminate results to a wide audience. There will be a focus on choosing the appropriate modeling strategy for the data and research questions at hand.
Data Science Graduate Certificate
This table provides the course number, what term it is offered with dates, length of course, registration deadline and instructor. This is a 6-column table with the header/column titles in the first row.
CRN
Term
Dates
Length
Registration Deadline
Instructor
85996
Fall POT2
8/25 - 10/18
8 Weeks
8/24/25
Achraf Cohen
85910
Fall POT3
10/20 - 12/13
8 Weeks
10/19/25
Achraf Cohen
18778
Spring POT2
1/7-2/28
8 Weeks
1/6/2026
Achraf Cohen
15803
Spring POT3
3/2-5/2
8 Weeks
3/1/2026
Achraf Cohen
Course Description:
Gain hands-on knowledge of tools for data science using R, Python, SQL, and Spark. The course provides introductions to several packages in R, particularly Tidyverse, libraries in Python such as NumPy and Pandas, SQL clauses and summary statistics, and Spark framework for distributed computing. You will also learn about RStudio, GitHub, and RMarkdown. To end this course, you will conduct a final project to work on real-world problems.
This table provides the course number, what term it is offered with dates, length of course, registration deadline and instructor. This is a 6-column table with the header/column titles in the first row.
CRN
Term
Dates
Length
Registration Deadline
Instructor
85750
Fall POT2
8/25 - 10/18
8 Weeks
8/24/2025
Ann Aksut
85997
Fall POT3
10/20 - 12/13
8 Weeks
10/19/2025
Ann Aksut
15805
Spring POT2
1/7-2/28
8 Weeks
1/6/2026
Ann Aksut
15806
Spring POT3
3/2-5/2
8 Weeks
3/1/2026
Ann Aksut
Course Description:
Organizations can generate copious amounts of data. Extracting useful knowledge from data Warehouses to utilize in decision-making can provide a competitive advantage for an organization by identifying strengths and weaknesses. In this course, you will learn data warehouse organization, how to analyze data through analytical queries, and apply machine learning algorithms to build predictive models.
This table provides the course number, what term it is offered with dates, length of course, registration deadline and instructor. This is a 6-column table with the header/column titles in the first row.
CRN
Term
Dates
Length
Registration Deadline
Instructor
84944
Fall POT2
10/20 - 12/13
8 Weeks
10/19/2025
Aletheia Zambesi-Middleton
85447
Fall POT3
8/25 - 10/18
8 Weeks
8/24/2025
Aletheia Zambesi-Middleton
16064
Spring POT2
1/7-2/28
8 Weeks
1/6/2026
Aletheia Zambesi-Middleton
16065
Spring POT3
3/2-5/2
8 Weeks
3/1/2026
Aletheia Zambesi-Middleton
Course Description:
This builds the fundamentals of statistics necessary for students to perform and interpret appropriate hypothesis tests using software based on the data and research questions at hand.
This table provides the course number, what term it is offered with dates, length of course, registration deadline and instructor. This is a 6-column table with the header/column titles in the first row.
CRN
Term
Dates
Length
Registration Deadline
Instructor
85834
Fall POT2
8/25 - 10/18
8 Weeks
8/24/2025
Samantha Seals
85836
Fall POT3
10/20 - 12/13
8 Weeks
10/19/2025
Samantha Seals
16684
Spring POT2
1/7-2/28
8 Weeks
1/6/2026
Samantha Seals
16685
Spring POT3
3/2-5/2
8 Weeks
3/1/2026
Samantha Seals
Course Description:
Statistics for Data Science II is the second course in statistics for students in data science. This course covers the application of regression analysis techniques using software for statistical analysis. Broadly, students will learn how to construct statistical models and disseminate predictions and results to a wide audience. There will be a focus on choosing the appropriate modeling strategy for the data and research questions at hand
Advanced Data Science Graduate Certificate
This table provides the course number, what term it is offered with dates, length of course, registration deadline and instructor. This is a 6-column table with the header/column titles in the first row.
CRN
Term
Dates
Length
Registration Deadline
Instructor
85894
Fall POT2
8/25 - 10/18
8 Weeks
8/24/2025
Xingang Fang
17594
Spring POT3
3/2-5/2
8 Weeks
3/1/2026
Xingang Fang
This table provides the course number, what term it is offered with dates, length of course, registration deadline and instructor. This is a 6-column table with the header/column titles in the first row.
CRN
Term
Dates
Length
Registration Deadline
Instructor
86436
Fall POT2
10/20 - 12/13
8 Weeks
10/19/2025
Shusen Pu
17595
Spring POT2
1/7-2/28
8 Weeks
1/6/2026
Shusen Pu
This table provides the course number, what term it is offered with dates, length of course, registration deadline and instructor. This is a 6-column table with the header/column titles in the first row.
CRN
Term
Dates
Length
Registration Deadline
Instructor
85889
Fall POT3
10/20 - 12/13
8 Weeks
10/19/2025
Brian Jalaian
17596
Spring POT2
1/7-2/28
8 Weeks
1/6/2026
Brian Jalaian
Cybersecurity Graduate Certificate
This table provides the course number, what term it is offered with dates, length of course, registration deadline and instructor. This is a 6-column table with the header/column titles in the first row.
CRN
Term
Dates
Length
Registration Deadline
Instructor
NA
Spring
NA
13 Weeks
NA
Thomas Reichherzer
Course Description:
This course reviews fundamental principles of modern computer architectures, operating systems and computer networks and relates them to computer programming. The course covers topics such as the design of various components of operating systems and services they provide to users and application developers, network structures & devices, network protocol stacks, network performance metrics, network routing algorithms, and network traffic analysis. The role of security in systems and networks will also be covered. This course may require completion of graduate foundations courses in computer programming or the equivalent undergraduate coursework if a student has insufficient academic or professional experience in the discipline.
This table provides the course number, what term it is offered with dates, length of course, registration deadline and instructor. This is a 6-column table with the header/column titles in the first row.
CRN
Term
Dates
Length
Registration Deadline
Instructor
81069
Fall POT2
8/25 - 10/18
8 Weeks
8/24/2025
Anthony Pinto
18627
Spring POT3
3/2-5/2
8 Weeks
3/1/2026
Anthony Pinto
Course Description:
A course in the Accelerated Software Engineering Foundations Series in which students will gain a comprehensive understanding of principles/concepts of Java programming and how to apply those principles/concepts in conjunction with principles of software engineering to design and develop object- oriented software systems. Students taking this course should have an understanding of programming language fundamentals including variables, constants, selection, iteration, arrays, and functions or methods.
This table provides the course number, what term it is offered with dates, length of course, registration deadline and instructor. This is a 6-column table with the header/column titles in the first row.
CRN
Term
Dates
Length
Registration Deadline
Instructor
83577
Fall POT2
8/25 - 10/18
8 Weeks
8/24/2025
Meng Yu
86024
Fall POT2
8/25 - 10/18
8 Weeks
8/24/2025
Ezhil Selvam Kalaimannan
87584
Fall POT3
10/20 - 12/13
8 Weeks
10/19/2025
Ezhil Selvam Kalaimannan
13690
Spring POT2
1/7-2/28
8 Weeks
1/6/2026
Ezhil Selvam Kalaimannan
16883
Spring POT3
3/2-5/2
8 Weeks
3/1/2026
Behrouz Zolfaghari
Course Description:
This course introduces students to topics in cybersecurity. It provides information related to threat models, vulnerability analysis, and security-policy formation and enforcement. In addition, the course covers information assurance controlling laws and guidelines as well as introduces students to broad topics in network and system security, Internet services, and digital forensics.
This table provides the course number, what term it is offered with dates, length of course, registration deadline and instructor. This is a 6-column table with the header/column titles in the first row.
CRN
Term
Dates
Length
Registration Deadline
Instructor
82091
Fall POT3
10/20 - 12/13
8 Weeks
10/19/2025
Ezhil Selvam Kalaimannan
NA
Spring
NA
8 Weeks
NA
NA
Course Description:
This course covers the basic strategies and tools that prepare students to engage in proactive and aggressive cybersecurity activities, with an increased focus on computer, network and system security. Students will learn about protection strategies which are most effective when dealing with cyber attacks, especially in an age of increased reliance on distributed devices. This course may require completion of graduate foundational courses in computer science or undergraduate coursework in computer networks and operating systems if a student has insufficient academic or professional experience in the field.
This table provides the course number, what term it is offered with dates, length of course, registration deadline and instructor. This is a 6-column table with the header/column titles in the first row.
CRN
Term
Dates
Length
Registration Deadline
Instructor
17619
Spring POT3
3/2-5/2
8 Weeks
3/1/2026
Peggy Carnley
Course Description:
Examines the importance of building security into the design, implementation and testing phases of software development. Covers coding techniques that avoid known vulnerabilities and test strategies that can uncover previously unknown weaknesses. Includes discussion of security policies and design principles. Prior to taking this course students should have knowledge and skill in software development.
This table provides the course number, what term it is offered with dates, length of course, registration deadline and instructor. This is a 6-column table with the header/column titles in the first row.
CRN
Term
Dates
Length
Registration Deadline
Instructor
15808
Spring POT2
1/7-2/26
8 Weeks
1/6/2026
NA
Course Description:
Database Security is designed to teach students how database systems are used, managed, and issues associated with protecting the associated data assets are resolved. This course will cover various methods to ensure information confidentiality, integrity, and availability on various data storage systems. This graduate course is an elective for graduate Cybersecurity and Information Technology programs.
This table provides the course number, what term it is offered with dates, length of course, registration deadline and instructor. This is a 6-column table with the header/column titles in the first row.
CRN
Term
Dates
Length
Registration Deadline
Instructor
85615
Fall POT3
10/20 - 12/13
8 Weeks
10/19/2025
Usman Rauf
12475
Spring POT3
3/2-5/2
8 Weeks
3/1/2026
Ezhil Selvam Kalaimannan
Course Description:
This course will provide a solid foundation for performing a digital forensic examination; introduces tools and techniques required for conducting a forensic analysis on systems and data pertaining to evidences in civil, criminal or administrative cases. It introduces systematic problem-solving techniques and applies them to digital investigations. The techniques directly correlate to methods used to recover/restore data for various requirements, ranging from litigation to fraud-based investigations.
This table provides the course number, what term it is offered with dates, length of course, registration deadline and instructor. This is a 6-column table with the header/column titles in the first row.
CRN
Term
Dates
Length
Registration Deadline
Instructor
86023
Fall POT 2
8/25 - 10/18
8 Weeks
8/24/2025
Shashi Bhushan Jha
18131
Spring POT1
1/7-5/2
16 Weeks
1/6/2026
Sikha Bagui
18180
Spring POT1
1/7-5/2
16 Weeks
1/6/2026
Shashi Bhushan Jha
Course Description:
Introduction to database systems and database management system architectures. Various database models are discussed with emphasis on the relational model and relational database design. Case applications using fourth-generation languages, such as SQL are included. This course requires completion of graduate foundations courses in computer programming or the equivalent undergraduate coursework.
Data in the Workplace Undergraduate Certificate
This table provides the course number, what term it is offered with dates, length of course, registration deadline and instructor. This is a 6-column table with the header/column titles in the first row.
CRN
Term
Dates
Length
Registration Deadline
Instructor
NA
Spring
NA
8 Weeks
NA
Aletheia Zambesi-Middleton
This table provides the course number, what term it is offered with dates, length of course, registration deadline and instructor. This is a 6-column table with the header/column titles in the first row.
CRN
Term
Dates
Length
Registration Deadline
Instructor
86876
Fall POT2
8/25 - 10/13
8 Weeks
8/24/2025
Samantha Seals
17606
Spring POT2
1/7-2/28
8 Weeks
1/6/2026
Samantha Seals
This table provides the course number, what term it is offered with dates, length of course, registration deadline and instructor. This is a 6-column table with the header/column titles in the first row.
CRN
Term
Dates
Length
Registration Deadline
Instructor
19123
Spring POT1
1/7-5/2
16 Weeks
1/6/2026
Julianna Costanzo
Data in the Workplace Graduate Certificate
This table provides the course number, what term it is offered with dates, length of course, registration deadline and instructor. This is a 6-column table with the header/column titles in the first row.
CRN
Term
Dates
Length
Registration Deadline
Instructor
86874
Fall POT2
10/20 - 12/13
8 Weeks
10/19/25
Aletheia Zambesi-Middleton
NA
Spring
NA
8 Weeks
NA
NA
This table provides the course number, what term it is offered with dates, length of course, registration deadline and instructor. This is a 6-column table with the header/column titles in the first row.
CRN
Term
Dates
Length
Registration Deadline
Instructor
86875
Fall POT2
8/25 - 10/18
8 Weeks
8/24/25
Samantha Seals
16689
Spring POT2
1/7-2/28
8 Weeks
1/6/2026
Samantha Seals
This table provides the course number, what term it is offered with dates, length of course, registration deadline and instructor. This is a 6-column table with the header/column titles in the first row.
CRN
Term
Dates
Length
Registration Deadline
Instructor
19125
Spring POT1
1/7-5/2
16 Weeks
1/6/2026
Julianna Costanzo
AI in the Workplace Graduate Certificate
This table provides the course number, what term it is offered with dates, length of course, registration deadline and instructor. This is a 6-column table with the header/column titles in the first row.
CRN
Term
Dates
Length
Registration Deadline
Instructor
19124
Spring POT1
1/7-5/2
16 Weeks
1/6/2026
Julianna Costanzo
AI in the Workplace Undergraduate Certificate
This table provides the course number, what term it is offered with dates, length of course, registration deadline and instructor. This is a 6-column table with the header/column titles in the first row.
CRN
Term
Dates
Length
Registration Deadline
Instructor
19122
Spring POT1
1/7-5/2
16 Weeks
1/6/2026
Julianna Costanzo
This table provides the course number, what term it is offered with dates, length of course, registration deadline and instructor. This is a 6-column table with the header/column titles in the first row.
CRN
Term
Dates
Length
Registration Deadline
Instructor
87819
Fall POT1
8/25 - 12/13
16 Weeks
8/24/25
Joseph Herring
NA
Spring
NA
16 Weeks
NA
NA
This table provides the course number, what term it is offered with dates, length of course, registration deadline and instructor. This is a 6-column table with the header/column titles in the first row.
CRN
Term
Dates
Length
Registration Deadline
Instructor
87569
Fall POT2
8/25 - 10/18
8 Weeks
8/24/25
Heather Riddell
NA
Spring
NA
8 Weeks
NA
NA
This table provides the course number, what term it is offered with dates, length of course, registration deadline and instructor. This is a 6-column table with the header/column titles in the first row.
CRN
Term
Dates
Length
Registration Deadline
Instructor
87711
Fall POT3
10/20 - 12/13
8 Weeks
10/19/25
Laura Herbek
NA
Spring
NA
8 Weeks
NA
NA
Cyber Technologies Undergraduate Certificate
This table provides the course number, what term it is offered with dates, length of course, registration deadline and instructor. This is a 6-column table with the header/column titles in the first row.
CRN
Term
Dates
Length
Registration Deadline
Instructor
87581
Fall POT1
8/25 - 12/13
16 Weeks
8/24/2025
TBD
NA
Spring
NA
16 Weeks
NA
NA
This table provides the course number, what term it is offered with dates, length of course, registration deadline and instructor. This is a 6-column table with the header/column titles in the first row.
CRN
Term
Dates
Length
Registration Deadline
Instructor
84458
Fall POT1
8/25 - 12/13
16 Weeks
8/24/2025
Baha Al-Abed
17988
Spring POT1
1/7-5/2
16 Weeks
1/6/2026
Baha Al-Abed
Engineering Professional Undergraduate Certificate
This table provides the course number, what term it is offered with dates, length of course, registration deadline and instructor. This is a 6-column table with the header/column titles in the first row.
CRN
Term
Dates
Length
Registration Deadline
Instructor
87091
Fall POT1
8/12 - 12/23
16 Weeks
8/24/2025
Maher Amer
17982
Spring POT1
1/7-3/2
16 Weeks
1/6/2026
Maher Amer
This table provides the course number, what term it is offered with dates, length of course, registration deadline and instructor. This is a 6-column table with the header/column titles in the first row.
CRN
Term
Dates
Length
Registration Deadline
Instructor
84923
Fall POT1
8/25 - 12/13
16 Weeks
8/24/25
Richard Hand
16989
Spring POT1
1/7-5/2
16 Weeks
1/6/2026
Richard Hand
Non-credit
Open Enrollment
Richard Hand
This table provides the course number, what term it is offered with dates, length of course, registration deadline and instructor. This is a 6-column table with the header/column titles in the first row.
CRN
Term
Dates
Length
Registration Deadline
Instructor
84922
Fall POT1
8/25 - 12/13
16 Weeks
8/24/2025
Michael Reynolds
16990
Spring POT1
1/7-5/2
16 Weeks
1/6/2026
Michael Reynolds
CRN
Term
Dates
Length
Registration Deadline
Instructor
84899
Fall POT1
8/25 - 12/13
16 Weeks
8/24/2025
Jeffrey McGuirk
15669
Spring POT1
1/7-5/2
16 Weeks
1/6/2026
Jeffrey McGuirk
CRN
Term
Dates
Length
Registration Deadline
Instructor
18773
Spring POT1
1/7-5/2
16 Weeks
1/6/2026
Amy Diekmann
AutoCAD
This table provides the course number, what term it is offered with dates, length of course, registration deadline and instructor. This is a 6-column table with the header/column titles in the first row.
CRN
Term
Dates
Length
Registration Deadline
Instructor
NA
NA
NA
16 Weeks
NA
NA
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