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Program Explorer

Data Science and Machine Learning

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Turn data into decisions, power tomorrow’s intelligent systems and shape the future with training from RRC Polytech.

Use the power of data, machine learning and AI to solve real problems, improve decisions and drive change.

At RRC Polytech, you’ll gain hands-on experience and career-ready skills that keep you in demand and adaptable as technology and the job market evolve.

AI and automation are transforming every industry, and data professionals are at the forefront of that change. In RRC Polytech’s Data Science and Machine Learning program (DSML), you will learn to turn data into insight, build intelligent systems and create solutions that evolve alongside technology.

You will develop a strong foundation in mathematics, programming and analytics, gaining the skills to understand, design, and deploy data analysis tools and machine learning models for real-world challenges.

Just as importantly, you will build your resilience and learn how to adapt by building the critical thinking, communication skills and technical agility that keep you valuable and in demand as technology continues to reshape the job market.

By your final term, you will put your knowledge into action through a co-op placement or an applied industry project, gaining hands-on experience and professional connections that prepare you for a future-focused career in data, machine learning and AI.

Graduates are ready to begin in junior data and AI roles, with skills that grow into advanced data analysis, ML engineering, business intelligence and AI development positions.

  • Program Type
    Full-time
  • Credential
    Diploma
  • Program Delivery
    In-person hybrid
  • In-person Location
    Exchange District Campus
  • Intakes
    Fall and Winter
  • Program Length
    2 years
  • Total Tuition / Fees for Courses
    $24,500 – $27,100
  • How to Enrol
    Application required
  • Application Type
    General entry
  • Work-Integrated Learning
    Gain hands-on experience with real work opportunities
  • International Program
    Open to students from around the globe

Experience a Polytechnic Education

Full-time Delivery: Something New Every Term

In the DSML program, you will experience a blend of theory, coding, and real-world projects that build your knowledge, adaptability, and readiness for a career in data, machine learning, and AI.

TERM 1

Build foundational programming, math, and data science knowledge while developing communication strategies for technical contexts.

TERM 2

Apply programming skills to data analysis, build supervised machine learning and database management abilities, and strengthen workplace communication skills.

TERM 3

Explore artificial intelligence, unsupervised machine learning and innovation and choose electives in specialized areas such as neural networks or robotics.

TERM 4

Apply your technical and communication skills through a co-op or industry project, solving real-world problems with local or national organizations.

Employment Potential

Prepare yourself for career success

Potential Grad CAREERS

  • Data Analyst
  • Junior Data Engineer
  • Business Intelligence Analyst
  • Data Integrity Analyst
  • AI Support Specialist
  • Analytics Specialist
  • Database Technician
  • AI/ML Developer
  • QA Automation Tester
  • Generative AI Associate
professional analyzing data charts on a laptop

What to Expect in This Program

Get Prepared for the Future of Work

Excel with practical learning and experienced instructors, all focused on your success. With an employer-driven education, you won’t just be ready for a career – you’ll be prepared to stay in front of what’s ahead.

students working alongside entrepreneur-in-residence at RRC Polytech’s Project Space
Collaborate with peers and learn directly from industry professionals.
Close up photo of a circuit board
Use industry-standard technology to test and develop machine learning algorithms.
Photo of a highway cutting through a city with AI drawing yellow squares around cars on the road
Revolutionize entire industries by combining advanced algorithms with cutting-edge technology.
Two students seated at long tables in a collaborative workspace, each working on laptops
Work with peers to develop employer-sought skills and build practical, real-life solutions.
graduates in a convocation setting
Join the ranks of RRC Polytech alumni and industry professionals driving change through data and AI.
a diverse group of students playing ping-pong outside RRC Polytech’s Exchange District Campus
Join a diverse community of learners shaping the future of data, AI and innovation.

Applied Research

Bridging Theory and Practice for Real-World Impact

RRC Polytech is a leader in applied research in Canada. Matching industry needs with College resources and facilities drives innovation and growth in our province — and beyond.

Connect theoretical knowledge with practical solutions, foster innovation and contribute to industry advancements as part of this program.

RRC Polytech Applied Research logo

Graduate Success

RRC Polytech DSML graduates are driving innovation and business intelligence through data insights, visualization tools and automation solutions. Employers value their adaptability, technical skill and professionalism, recognizing them as ready contributors in a fast-evolving tech landscape.

graduates at convocation

Strong career potential

Demand for data and AI professionals continues to grow across sectors. Graduates stand out for their hands-on experience, industry connections and ability to turn complex data into meaningful insights and solutions.

Adaptable and future-ready

RRC Polytech DSML grads succeed because they’re prepared to grow with technology. You’ll learn to apply AI and automation tools responsibly, think critically and stay valuable as industries and careers evolve.

Girl working on a laptop in a classroom
Guy working on a laptop in a classroom

Employer-driven education

Developed in consultation with employers and industry experts, the DSML program ensures you graduate with current, practical and in-demand skills. Grads are known for their technical ability, adaptability and readiness to make an impact from day one.

“As a mature student, I was excited and nervous about returning to school. The instructors from the DSML program were extremely supportive…[this] has been one of the best decisions of my life.”

Nathan Anderson
Instructor, RRC Polytech

“Completing the DSML program opened doors for me. I gained industry-ready skills and landed my first data role right after graduation!”

Karyl Abigail Grasparil
Business Intelligence Data Analyst, Manitoba Blue Cross

“This program has a well-rounded, project-based curriculum that provides the tools and the hands-on experience needed. We explored creative ways to solve real-life problems through data analysis.”

Business Analyst, Shared Health

“The DSML program at RRC Polytech gave me the hands-on experience, industry insight, and confidence to launch my data career right after graduation. It was the best decision I ever made.”

Alex Juma
Educational Assistant, RRC Polytech

“Completing the DSML program at RRC Polytech gave me real-world experience, expert guidance, and the confidence to launch my data career. It truly prepared me for success in today’s AI-driven world.”

Jerome Christopher Geronimo
Data Science Intern, CancerCare Manitoba

Who Should Enrol?

Turn your talents into academic success

As a Data Science and Machine Learning student, you’re curious, analytical and eager to solve real-world problems with data. You enjoy working with numbers, exploring patterns and thinking critically. You’re comfortable interpreting data, enjoy learning new tools and have the persistence to learn, adapt and innovate as technology evolves.

Students that excel in this program often share these interests, skills and personality traits.

PERSONALITY TRAITS

  • Both introverts and extroverts
  • Challenge-driven
  • Detail-oriented
  • Logical thinker
  • Results-oriented

SKILLS

  • Lifelong learning
  • Mathematics
  • Organization
  • Problem solving
  • Self-motivation

INTERESTS

  • Data analysis
  • Artificial intelligence
  • Machine learning
  • Python programming
  • Automation
  • Gaming
  • Analytics
  • Mathematics
  • Technology
  • Generative AI

All the Information You Need

MAKE AN INFORMED DECISION

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ADMISSION REQUIREMENTS

Ensure signup goes smoothly and understand program requirements before registering. Review required documents and procedures to make sure you’re prepared to enter this program.

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LOCATION, DATES AND FEES

Start planning with peace of mind and get the information you need on one easy-to-find page. Review start dates, locations, book and equipment costs and program fees.

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SCHOLARSHIPS

Celebrate and motivate your learning. Whether you’ve sprinted through the first term or just received your acceptance letter, find a variety of bursaries, scholarships and awards.

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OTHER INFORMATION

Explore our Catalogue for more detailed information, including a program outline, course descriptions and everything you’ll need to plan and prepare for your future success.

Exterior of RRC Polytech building

DATES AND FEES

Start preparing with peace of mind. View information about courses and sections, including locations, delivery methods and costs. It only takes minutes to register and further your future.

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LIST OF COURSES

Plan out your preferred learning journey. Review a summary of this program’s courses to discover what you’ll learn and how an RRC Polytech education will help your career.

Woman sitting in computer lab

ADMISSION REQUIREMENTS

Ensure signup goes smoothly and understand program requirements before registering. Review required documents and procedures to make sure you’re prepared to enter this program.

Person browsing the RRC Polytech website

OTHER INFORMATION

Explore our Catalogue for more detailed information, including a program outline, course descriptions and everything you’ll need to plan and prepare for your future success.

Begin Your Journey

Get Started with RRC Polytech

Start Your Application

Your future is within reach, and we’re here to help you achieve it. Experience industry-focused opportunities available at RRC Polytech and develop the knowledge and skills to grow, lead and excel in your future career.

Contact Us

Get in touch with us today to learn more about this and other programs, receive personalized guidance and discover your best path forward.

Funding Your Education

Support yourself while pursuing your RRC Polytech education. You may be eligible for loans, grants and scholarships to help tackle your financial needs.

RRC Polytech campuses are located on the lands of the Anishinaabeg, Ininiwak, Anishininwak, Dakota Oyate, and Denésuline, and the National Homeland of the Red River Métis.

We recognize and honour Treaty 3 Territory Shoal Lake 40 First Nation, the source of Winnipeg’s clean drinking water. In addition, we acknowledge Treaty Territories which provide us with access to electricity we use in both our personal and professional lives.