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Course Schedules

Course dates and registration deadlines for all courses offered within the Institute for Analysis and Industry Advancement (IAIA).


Data Science Undergraduate Certificate

CRN Term Dates Length Registration Deadline Instructor
54091 Summer POT1 5/12 - 6/24 8 Weeks 5/11/2025 Achraf Cohen
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

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.

CRN Term Dates Length Registration Deadline Instructor
54059 Summer POT2 6/26 - 8/8 8 Weeks 6/25/2025 Ann Aksut
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

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.

CRN Term Dates Length Registration Deadline Instructor
53222 Summer POT1 5/12 - 6/24 8 Weeks 5/11/2025 Aletheia Zambesi-Middleton
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

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.

CRN Term Dates Length Registration Deadline Instructor
53224  Summer POT2 6/26 - 8/8 8 Weeks 6/25/2025 Samantha Seals
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

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

CRN Term Dates Length Registration Deadline Instructor
53230  Summer POT1 5/12 - 6/24 8 Weeks 5/11/2025 Achraf Cohen
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

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.

CRN Term Dates Length  Registration Deadline Instructor
53227  Summer POT2 6/26 - 8/8 8 Weeks 6/25/2025 Ann Aksut
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

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.

CRN Term Dates Length Registration Deadline Instructor
53223 Summer POT1 5/12 - 6/24 8 Weeks 5/11/2025 Aletheia Zambesi-Middleton
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

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.

CRN Term Dates Length Registration Deadline Instructor
53761 Summer POT2 6/26 - 8/8 8 Weeks 6/25/2025 Samantha Seals
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

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

CRN Term Dates Length Registration Deadline Instructor
53765 Summer POT4 6/16 - 8/8 8 Weeks 6/15/2025 Xingang Fang
85894 Fall POT2 8/25 - 10/18 8 Weeks 8/24/2025 Xingang Fang

CRN Term Dates Length Registration Deadline Instructor
53768 Summer POT4 6/16 - 8/8 8 Weeks 6/15/2025 Shusen Pu
86436 Fall POT2 10/20 - 12/13 8 Weeks 10/19/2025 Shusen Pu

CRN Term Dates Length Registration Deadline Instructor
53767 Summer POT4 6/16 - 8/8 8 Weeks 6/15/2025 Brian Jalaian
85889 Fall POT3 10/20 - 12/13 8 Weeks 10/19/2025 Brian Jalaian

Cybersecurity Graduate Certificate

CRN Term Dates Length Registration Deadline Instructor
51362 Summer POT1 5/12 - 8/8 13 Weeks 5/11/25 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.

CRN Term Dates Length Registration Deadline Instructor
51227 Summer POT1 5/12 - 8/8 13 Weeks 5/11/25 Anthony Pinto
81069 Fall POT2 8/25 - 10/18 8 Weeks 8/24/25 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.

CRN Term Dates Length Registration Deadline Instructor
51925 Summer POT1 5/12 - 6/24 8 Weeks 5/11/25 Caroline Sangeetha John
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

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.

CRN Term Dates Length Registration Deadline Instructor
53220 Summer POT1 5/12 - 6/24 8 Weeks 5/11/2025 Ezhil Selvam Kalaimannan
82091 Fall POT3 10/20 - 12/13 8 Weeks 10/19/2025 Ezhil Selvam Kalaimannan

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.

CRN Term Dates Length Registration Deadline Instructor
NA NA NA NA NA NA 

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.

CRN Term Dates Length Registration Deadline Instructor
NA NA NA 8 Weeks NA 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.

CRN Term Dates Length Registration Deadline Instructor
54210 Summer POT1 5/12 - 6/24 8 Weeks 5/11/2025 Ezhil Selvam Kalaimannan
85615 Fall POT3 10/20 - 12/13 8 Weeks 10/19/2025 Usman Rauf

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.

CRN Term Dates Length Registration Deadline Instructor
86023 Fall POT 2 8/25 - 10/18 8 Weeks 8/24/2025 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

CRN Term Dates Length Registration Deadline Instructor
87060 Fall POT2 10/20 - 12/13 8 Weeks 10/19/25 Aletheia Zambesi-Middleton

CRN Term Dates Length Registration Deadline Instructor
86876 Fall POT2 8/25 - 10/13 8 Weeks 8/24/2025 Samantha Seals

Data in the Workplace Graduate Certificate

CRN Term Dates Length Registration Deadline Instructor
86874 Fall POT2 10/20 - 12/13 8 Weeks 10/19/25 Aletheia Zambesi-Middleton

CRN Term Dates Length Registration Deadline Instructor
86875 Fall POT2 8/25 - 10/18 8 Weeks 8/24/25 Samantha Seals

AI in the Workplace Undergraduate Certificate

CRN Term Dates Length Registration Deadline Instructor
87819 Fall POT1 8/25 - 12/13 16 Weeks 8/24/25 Joseph Herring

CRN Term Dates Length Registration Deadline Instructor
87569 Fall POT2 8/25 - 10/18 8 Weeks 8/24/25 Heather Riddell

CRN Term Dates Length Registration Deadline Instructor
87711 Fall POT3 10/20 - 12/13 8 Weeks 10/19/25 Laura Herbek

Cyber Technologies Undergraduate Certificate

CRN Term Dates Length Registration Deadline Instructor
87581 Fall POT1 8/25 - 12/13 16 Weeks 8/24/2025 TBD

CRN Term Dates Length Registration Deadline Instructor
51541 Summer POT1 5/12 - 8/8 13 Weeks 5/11/2025 Baha Al-Abed
84458 Fall POT1 8/25 - 12/13 16 Weeks 8/24/2025 Baha Al-Abed

Engineering Professional Undergraduate Certificate

CRN Term Dates Length Registration Deadline Instructor
87091 Fall POT1  8/12 - 12/23 16 Weeks 8/24/25 Maher Amer

CRN Term Dates Length Registration Deadline Instructor
84923 Fall POT1 8/25 - 12/13 16 Weeks 8/24/25 Richard Hand
  Non-credit Open Enrollment      Richard Hand

CRN Term Dates Length Registration Deadline Instructor
84922 Fall POT1 8/25 - 12/13 16 Weeks 8/24/25 Michael Reynolds

CRN Term Dates Length Registration Deadline Instructor
84899  Fall POT1 8/25 - 12/13 16 Weeks 8/24/25 Jeffrey McGuirk

AutoCAD

CRN Term Dates Length Registration Deadline Instructor
NA NA NA 16 Weeks NA NA