Tuition & Funding
Tuition & Funding
We know that this is a big investment and we want to make it as easy as possible for you to make the commitment to your future. Below are details about tuition assessment and funding options.
Tuition Assessment
Once we register you for your courses, your tuition will be available the following business day (scholarships will show in another week or two), and an invoice will be available at the end of the month. Details on what to expect and how to access the information are below:
- You submit the Intent to Enroll form and a $100 Deposit
- Registration starts mid-November for the Spring.
- Once registered, you can view your tuition balance as follows:
- Log into SIO with your AndrewID and password
- Click on “Finances” in the top menu and choose “Student Account Activity” in the drop down menu
- Please note: If you were awarded a partial scholarship or fellowship at the time of admission, you must first complete the Student Financial Obligation (SFO) form which indicates that you agree to pay the tuition assessed. Once you have submitted this form, your scholarship or fellowship will be applied within a few days.
- On the last day of the month, a tuition invoice will be created. To view your invoice:
- Log into SIO with your AndrewID and password
- Click on “Finances” in the top menu and choose “Student Invoices” in the drop down menu
Making a Tuition Payment
- You can make your tuition payment directly in SIO with either a bank account or credit card.
- Other payment options are available.
Scholarships/Fellowships
Scholarships are awarded at the time of admission and details can be found in your award letter in the application system. Scholarships cover only part of the tuition; there are no full tuition awards. Be sure to to see the remaining tuition due.
In addition, scholarships/fellowships are awarded per course. In the event that you waive or drop a course, the associated scholarship will be forfeited as outlined in your admission letter.
All students are required to complete the Student Financial Obligation which indicates that you agree to pay the tuition assessed. Once you have submitted this form, we will have your scholarship applied to your account within a week or two.
Payment Plans
Students can set up a monthly payment plan through Nelnet, allowing tuition to be divided into multiple payments throughout the semester.
- Enrollment for Spring 27 will open in early December
- The earlier you enroll, the more months you’ll have to pay, helping you make the most of this option.
Financial Aid & Private Loans
Students pursuing a graduate certificate are not eligible to receive federal financial aid. However, private loans are a viable alternative to consider with competitive interest rates and borrower benefits. See , a free loan comparison service to easily research options.
Employer Tuition Reimbursement
Many companies offer tuition reimbursement programs to foster professional development among their employees. We encourage you to contact your HR department to find out if similar opportunities exist at your workplace.
In the event that you need specific documentation or information to qualify for tuition remission with your organization, reach out to your Program Specialist for assistance. We are happy to create customized materials that align with your organization's requirements to ensure that you maximize your employee benefits.
Sponsored Billing
Students may use Sponsored Billing, which allows you to authorize your employer or another entity to pay your bill directly on your behalf. Learn more about setting up a sponsored billing agreement.
Spring Sponsored Billing authorization forms must be submitted no later than January 15 for the Spring term.
For Sponsored Billing FAQs, please review this information.
CMU Employee Tuition Remission
CMU Employees Only
The CMU Online Graduate Certificates are eligible for CMU tuition remission. Review the CMU tuition remission policy to check your eligibility.
GI Bill Funding
We currently accept GI Bill funding for the following online graduate certificates:
- AI Engineering Fundamentals
- AI Engineering - Digital Twins & Analytics
- Applied Data Science
- Generative AI & Large Language Models
- Machine Learning & Data Science Foundations
- Managing AI Systems
好色先生TV provides services to veterans and their dependents who are eligible for Veterans Education Benefits under the Montgomery G.I. Bill®, Post-9/11 G.I. Bill, and Vocational Rehabilitation and Employment Program. Please note, our online graduate certificates are not currently eligible for the Yellow Ribbon program.
The process starts with an application directly to Veterans Affairs and once approved, you will provide your Certificate of Eligibility to the Carnegie Mellon Veterans Affairs Coordinator. Contact Information and additional details about the process can be found here.
Students eligible for GI Bill funding may receive scholarship awards prior to full GI Bill funding confirmation. Scholarship awards will be adjusted to reflect GI Bill funding and cannot exceed the cost of tuition/fees.
Tuition Investment By Program
Click on your certificate program to review the tuition cost. Please note:
- All CMU students are charged a $245 technology fee per semester to support information technology, software licensing, and the Andrew email system.
- The tuition estimate provided is based on 2026 - 2027 tuition rates and may change for future academic years.
- Tuition and fees are updated each academic year (fall, spring, summer). If you do not complete the program within one academic year, you will be responsible for the new tuition rate in the following academic year.
AI Engineering - Digital Twins & Analytics
Students are billed each semester based on the number of units they are registered for. The first semester consists of 12 units.
Below is a breakdown of the estimated tuition for the program:
| Semester | Course | Units | Tuition |
|---|---|---|---|
|
Spring 27 |
Principles of Digital Twins |
12 | $ 8,484 |
|
Fall 27 |
Digital Twins and AI for Predictive Analytics |
12 | $ 8,484 |
|
Total Investment |
$16,968 | ||
Looking to finalize your financial plan? Review the Financing Your Certificate page for specific examples of how a payment plan or employer reimbursement could work for you.
AI Engineering Fundamentals
Students are billed each semester based on the number of units they are registered for. The first semester consists of 12 units.
Below is a breakdown of the estimated tuition for the program:
| Semester | Course | Units | Tuition |
|---|---|---|---|
|
Spring 27 |
Machine Learning & AI for Engineers |
12 | $ 8,484 |
|
Fall 27 |
Deep Learning for Engineers |
12 | $ 8,484 |
|
Total Investment |
$16,968 | ||
Looking to finalize your financial plan? Review the Financing Your Certificate page for specific examples of how a payment plan or employer reimbursement could work for you.
AI Product Management Essentials
Students are billed each semester based on the number of units they are registered for. The first semester consists of 12 units.
Below is a breakdown of the estimated tuition for the program:
| Semester | Course | Units | Investment |
|---|---|---|---|
| Spring 2027 | Building AI Products: Foundations and Voice Interfaces | 6 | $4,242 |
| Agentic AI Products and Automation Systems | 6 | $4,242 | |
| Fall 2027 | Evaluating AI Products and Agents | 6 | $4,242 |
| Operating AI Products: Economics, Reliability, and Governance | 6 | $4,242 | |
| Total Investment | $16,968 | ||
Looking to finalize your financial plan? Review the Financing Your Certificate page for specific examples of how a payment plan or employer reimbursement could work for you.
Applied Data Science
Students are billed each semester based on the number of units they are registered for. The first semester consists of 12 units.
Below is a breakdown of the estimated tuition for the program:
| Semester | Course | Units | Investment |
|---|---|---|---|
| Spring 2027 | Introduction to Data Science Computing Workflows | 6 | $3,000 |
| Telling Impactful Stories with Data Visualization | 6 | $3,000 | |
| Summer 2027 | Probability & Statistics for Data Science | 6 | $3,000 |
| Gaining Insights Through Statistical Modeling | 6 | $3,000 | |
| Fall 2027 | Application of Real-World Data Science: A Capstone Experience | 6 | $3,000 |
| Total Investment | $15,000 | ||
Looking to finalize your financial plan? Review the Financing Your Certificate page for specific examples of how a payment plan or employer reimbursement could work for you.
Foundational AI & ML for Business
Students are billed each semester based on the number of units they are registered for. The first semester consists of 12 units.
Below is a breakdown of the estimated tuition for the program:
| Semester | Course | Units | Investment |
|---|---|---|---|
| Spring 2027 | Introduction to Probability & Statistics | 6 | $4,242 |
| Programming in Python & R | 6 | $4,242 | |
| Fall 2027 | ML Fundamentals | 6 | $4,242 |
| AI Apps in Business | 6 | $4,242 | |
| Total Investment | $16,968 | ||
Looking to finalize your financial plan? Review the Financing Your Certificate page for specific examples of how a payment plan or employer reimbursement could work for you.
Foundations of Robotic Interactions
Students are billed each semester based on the number of units they are registered for. The first semester consists of 12 units.
Below is a breakdown of the estimated tuition for the program:
| Semester | Course | Units | Investment |
|---|---|---|---|
| Spring 2027 | Fundamentals of Human Robot Interaction | 12 | $6,660 |
| Fall 2027 | Fundamentals of Robot Learning | 12 | $6,660 |
| Spring 2028 | Foundations of Robotics Manipulation | 12 | $6,660 |
| Total Investment | $19,980 | ||
Looking to finalize your financial plan? Review the Financing Your Certificate page for specific examples of how a payment plan or employer reimbursement could work for you.
Generative AI & Large Language Models
Students are billed each semester based on the number of units they are registered for. The first semester consists of 12 units.
Below is a breakdown of the estimated tuition for the program:
| Semester | Course | Units | Investment |
|---|---|---|---|
|
Spring 27 |
Large Language Model Systems |
12 |
$8,484 |
|
Fall 27 |
Multimodal Machine Learning |
12 |
$8,484 |
|
Spring 28 |
Large Language Models: Methods and Applications |
12 |
$8,484 |
|
Total Investment |
$25,452 |
||
Out-of-Pocket Expenses
Large Language Model Systems & Multimodal Machine Learning
- AWS, OpenAI, or similar services may be required. Estimated cost: up to $300 per course.
- More details will be provided closer to the course start date.
Large Language Models: Methods and Applications
- AWS Access: Required for homework and activities. Estimated cost: $150–$300, depending on usage.
- OpenAI API: Required for assignments. Estimated cost: up to $25.
- Instructions for accessing both services will be provided at the start of the course.
Looking to finalize your financial plan? Review the Financing Your Certificate page for specific examples of how a payment plan or employer reimbursement could work for you.
Machine Learning & Data Science Foundations
Students are billed each semester based on the number of units they are registered for. The first semester consists of 12 units.
Below is a breakdown of the estimated tuition for the program:
| Semester | Course | Units | Investment |
|---|---|---|---|
|
Spring 27 |
Mathematical Foundations of Machine Learning |
6 |
$4,242 |
|
Computational Foundations of Machine Learning |
6 |
$4,242 |
|
|
Summer 27 |
Python for Data Science 1 |
6 |
$4,242 |
|
Python for Data Science 2 |
6 |
$4,242 |
|
|
Fall 27 |
Foundations of Computational Data Science |
12 |
$8,484 |
|
Total Investment |
$25,452 |
||
Looking to finalize your financial plan? Review the Financing Your Certificate page for specific examples of how a payment plan or employer reimbursement could work for you.
Managing AI Systems
Students are billed each semester based on the number of units they are registered for. The first semester consists of 12 units.
Below is a breakdown of the estimated tuition for the program:
| Course | Units | Investment |
|---|---|---|
|
Leading AI Implementation |
12 |
$7,440 |
|
Responsible AI Governance |
12 |
$7,440 |
|
Scaling AI Organizations |
12 |
$7,440 |
|
Total Investment |
$22,320 |
|
Looking to finalize your financial plan? Review the Financing Your Certificate page for specific examples of how a payment plan or employer reimbursement could work for you.
Software Engineering with AI
Students are billed each semester based on the number of units they are registered for. The first semester consists of 12 units.
Below is a breakdown of the estimated tuition for the program:
| Semester | Course | Units | Investment |
|---|---|---|---|
|
Spring 27 |
AI Tools for Software Development |
12 |
$7,080 |
|
Fall 27 |
ML in Production |
12 |
$7,080 |
|
Total Investment |
$14,160 |
||
Looking to finalize your financial plan? Review the Financing Your Certificate page for specific examples of how a payment plan or employer reimbursement could work for you.



