Data Mining
The Graduate Certificate in Data Mining provides a focused, 12-credit introduction to extracting knowledge and insights from large-scale data. Through a combination of foundational theory and hands-on learning, students develop practical, in-demand skills in database systems, data analysis, and machine learning. Designed for students and professionals with technical backgrounds, the program prepares graduates to transform complex data into actionable insights for real-world decision-making and offers a pathway to NJIT master’s degrees.
Prerequisites
Applicants should have a bachelor’s degree from an accredited institution in a STEM discipline or have relevant professional experience in computing. Additionally, students should have three or more years of experience in programming or database work. Further information can be found here.
Related MS Programs
Students who achieve a GPA of at least 3.0 are assured of admission into MS programs offered by the Ying Wu College of Computing. Courses within this certificate program may fulfill the degree requirements for the Masters with the exception of the MS ITAS program. Current students may also reach out to YWCC advisors for additional information.
Degree Requirements
The graduate certificate in Data Mining can be completed by taking four courses (12 credits). The requirements must be satisfied as indicated in the following Course List.
| Code | Title | Credits |
|---|---|---|
| Core Courses (3) | 9 | |
| CS 631 | Data Management System Design | 3 |
| or IS 631 | Enterprise Database Management | |
| CS 634 | Data Mining | 3 |
| DS 675 | Machine Learning | 3 |
| or CS 675 | Machine Learning | |
| Electives | 3 | |
| Select one of the following: | ||
| CS 602 | Java Programming | 3 |
| DS 642 | Applications of Parallel Computing | 3 |
| DS 644 | Introduction to Big Data | 3 |
| DS 650 | Data Visualization and Interpretation | 3 |
| DS 680 | Natural Language Processing | 3 |
| IS 601 | Python for Web API Development | 3 |
| IS 665 | Data Analytics for Info System | 3 |
| MGMT 635 | Data Mining and Analysis | 3 |
| Total Credits: | 12 | |