The Analytics with Machine Learning undergraduate certificate provides students with advanced knowledge of data analytics techniques including data mining and machine learning.  Students learn foundational database and data management concepts, statistical analysis techniques, and then data mining techniques that also incorporate machine learning.  Students will be able to mine data in a variety of formats and analyze data using these techniques.  Students will also learn about various data integration options that involve both the analysis of on-premises data repositories, and the analysis

The growing number of cyberattacks on national and organizational information technology infrastructures highlights the rapidly growing demand for professionally trained experts in cybersecurity. The undergraduate certificate in Cybersecurity introduces students to the knowledge and skills needed to enter the field of cybersecurity.

Upon completion of this certificate, graduates should be able to:

The Digital Forensics Fundamentals undergraduate certificate equips students with knowledge and skills in digital forensics, cyber investigation, cyber ethics, and cyber laws. The certificate prepares students for a career in the field of digital forensics.

Upon completion of this certificate, graduates will be able to:

The Applied Data Analytics undergraduate certificate prepares students for careers that rely on an understanding of data analytics and the skills needed to define business problems and manage data architecture. Courses in the certificate emphasize applications of data mining and integration theory and practice.

Upon completion of this certificate, graduates will be able to: