Requirements
and Restrictions
Learning Work?
or Live Event
Online Certificate Of Machine Learning For Data Science
Classes Begin: January 5, 20261 year
Fully Online
12
Drexel University is Regionally Accredited
Post-Baccalaureate Certificate in Machine Learning for Data Science
Drexel University's online Graduate Certificate in Machine Learning for Data Science provides foundational knowledge in applied machine learning, recommender systems, and deep learning. Students learn how to harvest, collect, and integrate diverse data and how to interpret and communicate the output of related statistical and algorithmic methods to address data-intensive problems. This 12-credit, 4-course program is offered entirely online making it convenient for working professionals looking to gain skills in this emerging field.
Graduate Certificate in Machine Learning for Data Science Program Features
- 12 credits, 4 courses
- Offered 100% online
- From Drexel's College of Computing & Informatics
Related Programs
Drexel University’s online Graduate Certificate in Machine Learning for Data Science may be stacked with other certificates to customize your education and/or earn credits toward a master's degree in data science.
- MS in Data Science
- Graduate Certificate in Data Science Foundations
- Graduate Certificate in Big Data Analytics
Drexel University offers a variety of Graduate Minors that can be added to any master's degree program.
State restrictions may apply to some programs.
Curriculum
This program is organized into four 10-week quarters per year (as opposed to the traditional two semester system) which means you can take more courses in a shorter time period. One semester credit is equivalent to 1.5 quarter credits.
| Required Core Courses | ||
| DSCI 631 | Applied Machine Learning for Data Science | 3.0 |
| DSCI 641 | Recommender Systems | 3.0 |
| Elective Courses | 6.0 | |
| Choose 2 courses from the following: | ||
|
CS 570
|
Programming Foundations | |
|
or CS 501
|
Introduction to Programming | |
|
CS 502
|
Data Structures and Algorithms | |
|
or CS 521
|
Data Structures and Algorithms I | |
|
CS 583
|
Introduction to Computer Vision | |
|
CS 613
|
Machine Learning | |
|
CS 614
|
Applications of Machine Learning | |
|
CS 615
|
Deep Learning | |
|
CS 660
|
Data Analysis at Scale | |
|
DSCI 501
|
Quantitative Foundations of Data Science | |
|
DSCI 521
|
Data Analysis and Interpretation | |
|
DSCI 691
|
Natural Language Processing with Deep Learning | |
|
DSCI 690
|
Modeling Natural Language | |
|
INFO 623
|
Social Network Analytics | |
|
INFO 624
|
Intelligent Search and Language Models | |
| Total Credits | 12.0 | |
Admissions Criteria
- A four-year bachelor's degree from a regionally accredited institution in the United States or an equivalent international institution
- GPA of 3.0 or higher, in a completed degree program, bachelor’s degree or above
Required Documents
With multiple ways to submit documents, Drexel makes it easy to complete your application. Learn more by visiting our Completing Your Application Guide.
- A completed application
- Official transcripts from all universities or colleges and other post-secondary educational institutions attended (including trade schools)
- One letter of recommendation required, two suggested (academic, professional, or both)
- Essay/Statement of Purpose
- In approximately 500 words, describe what professional goals you hope to achieve, how an advanced degree facilitates that success and anything else you want the Admissions Review Board to know about you
- Resume
- Additional requirements for International Students
Computer Requirements
You must have access to a computer that meets or exceeds the minimum configuration outlined in the College of Computing and Informatics's Computer and Technology Requirements Guide.
Tuition
The tuition rate for the academic year 2025-2026 is $1481 per credit.
For the academic year 2025-2026, students enrolled in an online graduate academic program will be charged a graduate online program fee of $125 per year.
- This program is not eligible for Financial Aid.
- Special tuition rates available for Drexel University Alumni, Military members, and members of our Partner Organizations.
- These rates apply only to new online students and students being readmitted.
- Tuition rates are subject to increase with the start of each academic year in the fall term.
- All students must contact applyDUonline@drexel.edu within the first two weeks of the term to request tuition savings for which they qualify.
- Special rates cannot be combined. If you qualify for more than one special rate, you'll be given the one with the largest savings.
- When receiving special tuition plans with Drexel University Online, you may not combine them with other tuition benefits that may be available from Drexel University.
Academic Calendar
2025-2026 Academic Year
Term
Classes Begin
Classes End
Exams Begin
Exams End
Fall 2025
September 22, 2025
December 6, 2025
December 8, 2025
December 13, 2025
Winter 2026
January 5, 2026
March 14, 2026
March 16, 2026
March 21, 2026
Spring 2026
March 30, 2026
June 6, 2026
June 8, 2026
June 13, 2026
Summer 2026
June 22, 2026
August 29, 2026
August 31, 2026
September 5, 2026
© All Rights Reserved