Mentor-Led Career Accelerator

Machine Learning Systems & Data Engineering Master Certificate

Build and deploy production-grade AI systems by mastering machine learning pipelines, ETL workflows, model deployment, and cloud-based AI infrastructure. Develop the engineering skills required for Machine Learning Engineer and AI Systems roles.

Live 1-on-1 Mentorship

Project based Learning

Talk to an Advisor

Learn about Mentorship

Rolling Enrollment • Flexible Start Dates

Program Duration

6 Months

Program Duration

6 Months

Mentorship

from industry professionals

Mentorship

from industry professionals

Course Language

English

Course Language

English

Format

Online 1-on-1
Live Mentorship

Format

Online 1-on-1
Live Mentorship

Credential

Professional Certificate

Credential

Professional Certificate

Programs

AI & Machine Learning

Master Certificate in Machine Learning Systems & Data Engineering

Program Overview

The Master Certificate in Machine Learning Systems & Data Engineering is an 8-month, instructor-led program that teaches you how to build practical, end-to-end AI solutions. You will learn Python, data science, machine learning, deep learning basics, and data engineering skills such as ETL pipelines and workflow automation.

The program also introduces Azure AI, Copilot, and cloud deployment tools so you can design and deliver AI systems in real environments. Through structured learning and hands-on projects, you’ll build the confidence to work on data-driven applications and support AI development in modern organizations.

Mentor-Guided

Learn more

Master industry skills on your own schedule.
Combine the flexibility of online learning with the accountability of weekly 1-on-1 sessions with an expert mentor.

AT A GLANCE

Flexible Core Learning

Access our industry-aligned video modules and cloud labs 24/7. Progress through the curriculum at the speed that fits your life.

Weekly 1-on-1 Mentorship

Meet weekly with your dedicated mentor to review code, unblock challenges, and get personalized feedback on your progress.

Job-Ready Portfolio

Focus on output. Apply what you learn immediately by building realistic projects. Graduate with a GitHub portfolio that proves you can do the job

masters

Mentor-Guided

Learn More

Master industry skills on your own schedule.
Combine the flexibility of online learning with the accountability of weekly 1-on-1 sessions with an expert mentor.

AT A GLANCE

Flexible Core Learning

Access our industry-aligned video modules and cloud labs 24/7. Progress through the curriculum at the speed that fits your life.

Weekly 1-on-1 Mentorship

Meet weekly with your dedicated mentor to review code, unblock challenges, and get personalized feedback on your progress.

Job-Ready Portfolio

Focus on output. Apply what you learn immediately by building realistic projects. Graduate with a GitHub portfolio that proves you can do the job

masters

Course Outline

At a Glance

Program Duration

6 Months

Class Schedule

Format

Online Live Instructor-Led

Financial Aid

AFE Loan & Scholarships

Pay Monthly

Next Cohort

October 31

Download Outline

Talk to an Advisor

At a Glance

Program Duration

6 Months

Mentorship

from industry professionals

Format

Online 1-on-1
Live Mentorship

Financial Aid

Partner Loans
Pay Monthly

Talk to an Advisor

Download Outline

Python for AI

Develop strong Python programming skills as the foundation for your AI and ML journey. Learn to build intelligent systems, implement algorithms, and manage data efficiently using Python.

Concepts Learned:

Python syntax, constructs, and IDE setup
Data types, operators, loops, and conditionals
Python functions and modular programming
Object-Oriented Programming (OOP) in Python

Applied Data Science with Python

Machine Learning using Python

ETL and Data Engineering

Python for AI

Develop strong Python programming skills as the foundation for your AI and ML journey. Learn to build intelligent systems, implement algorithms, and manage data efficiently using Python.

Concepts Learned:

Python syntax, constructs, and IDE setup
Data types, operators, loops, and conditionals
Python functions and modular programming
Object-Oriented Programming (OOP) in Python

Python for AI

Develop strong Python programming skills as the foundation for your AI and ML journey. Learn to build intelligent systems, implement algorithms, and manage data efficiently using Python.

Concepts Learned:

Python syntax, constructs, and IDE setup
Data types, operators, loops, and conditionals
Python functions and modular programming
Object-Oriented Programming (OOP) in Python

Microsoft Azure AI Fundamentals (AI-900)

AI Engineer Capstone Project

Fast Track Your Enrollment

Our online application takes less than 10 minutes

Scholarships

Financial Aid

Admission
process

Eligibility

Admission Process

Step 1: Book an Appointment with an Advisor

Step 2: Prepare Your Documents

Diploma and transcripts (High School, CEGEP, College, or University)
Birth Certificate (in English or French)
Proof of Canadian status
Current resume (Mandatory)
Two government-issued photo IDs

Step 3: Pay Application Fees
$50 application + $150 registration.

Talk to an Advisor

Financial Aid

Scholarships

Admission process

Eligibility

Our financial partners offer loans and personalized support to local entrepreneurs and internationally trained professionals.
You can also apply with the government to get financial aid through the AFE loan program (Aide financière aux études/Student financial assistance).

➔ Attend an Info Session  

➔ Meet an Advisor  

➔ Submit Documents  

➔ Get Scholarship  

➔ Begin your Career

Attend an infosession

Scholarships

Financial Aid

Scholarships

Eligibility

Admission process

Step 1: Book an Appointment with an Advisor
Step 2: Prepare Your Documents

Diploma and transcripts (High School, CEGEP, College, or University)
Birth Certificate (in English or French)
Proof of Canadian status
Current resume (Mandatory)
Two government-issued photo IDs
Step 3: Pay Application Fees
$50 application + $150 registration.

Attend an infosession

Admission Process

Financial Aid

Scholarships

Admission process

Eligibility

New Immigrants
For students who arrived in Canada within the past two years.

Unemployed / Career Changers
For those laid off within the last six months and seeking a new career path.
New Graduates
For recent post-secondary graduates (within the past two years).
Merit-Based
For candidates with outstanding academic or professional achievements.

Attend an infosession

Scholarships

Financial Aid

Scholarships

Admission process

Eligibility

New Immigrants
For students who arrived in Canada within the past two years.

Unemployed / Career Changers
For those laid off within the last six months and seeking a new career path.
New Graduates
For recent post-secondary graduates (within the past two years).
Merit-Based
For candidates with outstanding academic or professional achievements.

Attend an infosession

Scholarships

Career & Professional Development

Comprehensive resources designed to transition you from the classroom to the workforce.

Networking Events

Financial Aid

Resume Preperation

Mentorship & Guidance:

Portfolio Preperation

Resume Preperation

Optimize your LinkedIn profile to attract recruiters and expand your professional network.

Mock Interviews
Practice real-world scenarios with mock interviews hosted by partner companies.
Technical Interview Prep
Sharpen your problem-solving and technical communication skills with focused training.
Behavioral Interview Coaching
Learn how to effectively communicate your experiences and ace HR-style interviews.

Attend Infosession

Resume preperation

Networking Events

Resume Preperation

interview Preperation

Portfolio

Preparation

Craft a Winning Resume & Land Your Dream Job Faster!
Your resume is your first impression on potential employers
Join our Resume Preparation Workshop to learn how to create a standout resume that highlights your skills, experience, and strengths in a way that grabs employers’ attention.

Attend an infosession

Resume preperation

Networking Events

Resume Preperation

interview Preperation

Portfolio

Preparation

Attend an infosession

Instructor Spotlight

Mojtaba Ghasemi
Senior Data Scientist
As a Senior Data Scientist with a Ph.D. in Biomedical Engineering, Ghasemi specializes in advanced analytics and machine learning. He has 5 years of experience translating complex insights and leading teams to deliver impactful business solutions.
Michel Chamoun
Data Science & Business Analyst
Michel is an expert AI developer and consultant who leverages skills in AI, data analysis, and optimization. He has built GenAI concepts using ChatGPT and implemented AI solutions on Microsoft Azure
Sami Islam
Senior Cloud Technical Architect
Sami Islam has 10+ years of experience in the IT and Consulting Industry, specializing in comprehensive Cloud solutions. With expertise in Agile Methodology, he has led numerous Cloud Transformation projects, including migration, CI/CD Pipeline automation, and Data Warehousing solutions. Sami holds multiple certifications, including Google Cloud Professional Cloud Architect, AWS Solutions Architect Associate, and Azure Certifications.
Mojtaba Faramarzi
Applied Research Scientist
Mojtaba is a Ph.D. student in Machine Learning at the University of Montréal’s Mila institute and holds two master’s degrees—one in Machine Learning from Mila and another in Software Engineering from Concordia University. He has worked with leading companies such as Amazon, Microsoft, SAP, and Ericsson. With experience in both teaching (McGill) and industry, he helps students build critical thinking and real-world skills.

Intructor spotlight

Mojtaba Ghasemi
Senior Data Scientist
As a Senior Data Scientist with a Ph.D. in Biomedical Engineering, Ghasemi specializes in advanced analytics and machine learning. He has 5 years of experience translating complex insights and leading teams to deliver impactful business solutions.
Michel Chamoun
Data Science & Business Analyst
Michel is an expert AI developer and consultant who leverages skills in AI, data analysis, and optimization. He has built GenAI concepts using ChatGPT and implemented AI solutions on Microsoft Azure
Sami Islam
Senior Cloud Technical Architect
Sami Islam has 10+ years of experience in the IT and Consulting Industry, specializing in comprehensive Cloud solutions. With expertise in Agile Methodology, he has led numerous Cloud Transformation projects, including migration, CI/CD Pipeline automation, and Data Warehousing solutions. Sami holds multiple certifications, including Google Cloud Professional Cloud Architect, AWS Solutions Architect Associate, and Azure Certifications.
Mojtaba Faramarzi
Applied Research Scientist
Mojtaba is a Ph.D. student in Machine Learning at the University of Montréal’s Mila institute and holds two master’s degrees—one in Machine Learning from Mila and another in Software Engineering from Concordia University. He has worked with leading companies such as Amazon, Microsoft, SAP, and Ericsson. With experience in both teaching (McGill) and industry, he helps students build critical thinking and real-world skills.

Mojtaba Ghasemi
Senior Data Scientist
As a Senior Data Scientist with a Ph.D. in Biomedical Engineering, Ghasemi specializes in advanced analytics and machine learning. He has 5 years of experience translating complex insights and leading teams to deliver impactful business solutions.
Michel Chamoun
Data Science & Business Analyst
Michel is an expert AI developer and consultant who leverages skills in AI, data analysis, and optimization. He has built GenAI concepts using ChatGPT and implemented AI solutions on Microsoft Azure
Sami Islam
Senior Cloud Technical Architect
Sami Islam has 10+ years of experience in the IT and Consulting Industry, specializing in comprehensive Cloud solutions. With expertise in Agile Methodology, he has led numerous Cloud Transformation projects, including migration, CI/CD Pipeline automation, and Data Warehousing solutions. Sami holds multiple certifications, including Google Cloud Professional Cloud Architect, AWS Solutions Architect Associate, and Azure Certifications.
Mojtaba Faramarzi
Applied Research Scientist
Mojtaba is a Ph.D. student in Machine Learning at the University of Montréal’s Mila institute and holds two master’s degrees—one in Machine Learning from Mila and another in Software Engineering from Concordia University. He has worked with leading companies such as Amazon, Microsoft, SAP, and Ericsson. With experience in both teaching (McGill) and industry, he helps students build critical thinking and real-world skills.

⭐️

Connect to Content

Add layers or components to make infinite auto-playing slideshows.

New to Data Science?
Start Here.

Breaking into data science requires more than just coding skills - it requires a strategy. Whether you are switching fields from finance or starting from scratch, our comprehensive guide breaks down exactly how to enter the industry, build a portfolio, and land your first role.

Breaking into data science requires more than just coding skills - it requires a strategy. Whether you are switching fields from finance or starting from scratch, our comprehensive guide breaks down exactly how to enter the industry, build a portfolio, and land your first role.