
Master of Data Science
A diverse and comprehensive Master of Data Science (MDS) degree
Canada invests billions of dollars each year in data science, one of North America's top 15 digital jobs. The need for qualified, well-trained data science professionals spans virtually every industry. The Master of Data Science (MDS) prepares you for a career making data something that can Improve Life by providing a diverse and comprehensive understanding of core data science skills with an ethical lens.
You will build your skills in data science, including data mining; data warehousing and database management; extraction, transformation and loading (ETL); machine learning and artificial intelligence (AI); statistical modelling, scripting and data visualization.
Unique data focus
Our unique emphasis on spatial-temporal data differs from other programs and supports analysis of industry data over time and across geographic regions.
Embedded ethical practice
An ethics-first approach will allow you to apply data science practice through an ethical lens, providing a competitive advantage.
Vector Institute affiliation
Students become part of the Vector Institute’s community. Benefits include scholarship access, networking and events.
Why a degree in data science?
The MDS is unlike any other program in Canada. Through hands-on training, flipped classroom design, case studies and peer collaboration, you will analyze diverse datasets and be primed to become computationally-skilled and ethically-minded data analysts. Our focus is to prepare you for direct entry to a successful career in data science that directly targets industry needs.
Data scientists leverage business knowledge, statistical and modelling techniques, predictive analytics, machine learning and artificial intelligence (AI), and common programming languages to uncover patterns in complex data. Using data visualization to present results from these analyses, data scientists support decision-makers with the information to solve business problems.
Here are just a few careers our alumni pursue:
- Data Scientist
- Data Engineer
- Business Intelligence Developer
- Data and Reporting Analyst
- Machine Learning Researcher
- Software Engineer
- Statistician

Degree Details
Faculty/College: College of Computational, Mathematical and Physical Sciences, Department of Mathematics and Statistics
Degree name: Master of Data Science
Delivery method: In-person, course-based interdisciplinary program
Start dates: Fall (currently there is no Winter intake for this program)
Length: 12-16 months
Program load: Part-time, Full-time

Hands-on Learning
Apply your learning to a real-world setting with the optional one-semester elective course, DATA*6700 Data Science Project. Your research or industry-led project can address any part of the data life cycle, from data acquisition to complex analytics, and provide invaluable hands-on experience and networking opportunities while being supervised by an MDS-affiliated faculty member.
Hear from a Previous Student
"I've really been liking how the professors have been teaching us. This is a coursework program. We've been studying case studies and real-world applications."
-Siddhesh Suresh Kadam
2026 Guaranteed Admission Pathway (GAP) for U of G Students and Alumni
The Master of Data Science program is proud to offer guaranteed admission to internal University of Guelph students and alumni.
This pathway reserves a limited number of spots in the program for students who are eligible and also meet the program admission requirements.
If you are accepted:
- The application fee will be reimbursed after you start the program
- You do not need to include references in your application
To find out if you are eligible, apply for the CCMPS Guaranteed Admission Pathway.
Students We Attract
The need for qualified, well-trained data science professionals spans virtually every industry. Our students are top domestic and international students from undergraduate programs that include: Biostatistics; Business; Computer Sciences; Computer, Electrical, Electronic, Environmental, Information Technology, Software, and Systems Engineering; Finance; Mathematics and Statistics; and Physics.
Vector-recognized Program
The Vector Institute for Artificial Intelligence is an independent Canadian not-for-profit corporation dedicated to AI research in partnership with governments, private organizations, and universities. The MDS is a Vector Institute affiliated program. Our students become part of the Vector Institute’s community of renowned researchers, major Canadian companies, and AI startups solving high-impact problems. Benefits include:
- Applicants to the Master of Data Science program are considered for the Vector Scholarship in Artificial Intelligence (valued at $17,500) if all eligibility requirements are met. The MDS Awards Committee will put forth one nomination for the closed competition. All other applicants who meet the eligibility requirements for the Vector Scholarship in AI will have an opportunity to apply to the open Vector Scholarship in AI competition and will receive guidance on how to complete the application package from our team.
- Vector-affiliated students have access to career development and networking activities. These opportunities enable students to explore career paths in AI and meet with potential employers.
- Discover career opportunities in Vector's extensive industry network through the Digital Talent Hub, an exclusive online platform that curates AI-related job openings among top Canadian employers.
What you will learn - course outline
Program Information
FAQs
Hear why the MDS program works

The program at the University of Guelph has significantly contributed to my growth, providing a comprehensive understanding of concepts. Hands-on projects and collaboration have allowed me to apply these concepts across diverse domains, while exposure to industry-relevant tools has sharpened my skills. Additionally, the program has enhanced my ability to work in teams, present findings, and communicate complex ideas.
I applied to the MDS program and I learned how to program in 2 of the most popular data science languages; R and Python and was creating AI models for different types of problems. I was able to compete on international platforms for data scientists with my models and get comparable results. I learned how to manage efficient data distribution for big data, and how to analyze and predict data in both spatial and temporal settings building models for maps, elevations, and data layers.
I finished the program feeling proud and confident of my experience!

One of the biggest take-aways from the program is the ability to develop hard skills related to programming and algorithm development and improving transferable skills in scientific writing, research and communication. This balance reinforced my confidence in myself as a data professional, and prepared me for the industry. Faculty members have been knowledgeable and engaged in the instructing process while consistently being available for questions and help outside of class time. Overall, the diversity in course offerings provided exposure to a wide range of topics that matches the dynamic, multi-faceted nature of the data science field.

I chose to study AI in Ontario because of the region's reputation as a hub for innovation and technological advancement. MDS stood out to me due to its comprehensive curriculum and the opportunity to work with leading AI researchers. My experience has been both challenging and rewarding, offering me a deep dive into AI technologies. As a Vector Scholarship in AI recipient, this award provides me with essential resources and support. I feel privileged to have been chosen. My research and work have fueled my passion for pursuing artificial intelligence in the healthcare sector.
Contact Us
Program information, including admissions, completion time, course offerings, and other general information can be found on this page.
Please direct all other program inquiries to our MDS Graduate Admissions Specialist:
mdsapps@uoguelph.ca
