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Master Certificate in Applied Generative AI

Master Certificate in Applied Generative AI

Fast Track Your Career

Fast Track Your Career

Design, Build, and Deploy Next-Generation AI Applications with Industry-Leading Tools

Master LLMs, prompt engineering, and agentic AI frameworks
Gain hands-on experience with tools like ChatGPT, LangChain, and Stable Diffusion
Build a portfolio of real-world AI projects to accelerate your career

Talk to an Advisor

Talk to an Advisor

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Master Certificate in Applied Generative AI

Duration

5 months

Duration

5 months

Duration

5 months

Start Date

Oct 13, 2025

Registration Deadline

Sep 15, 2025

Start Date

Oct 13, 2025

Registration Deadline

Sep 15, 2025

Start Date

Oct 13, 2025

Registration Deadline

Sep 15, 2025

Events

Events

Attend an

<<Info session>>

Events

Attend an

<<Info session>>

Program Overview

Program Overview

Master applied generative AI by developing AI-powered applications using industry-standard tools and frameworks. Gain hands-on experience with prompt engineering, GANs, VAEs, and large language models (LLMs). Advance your skills in agentic AI, LLM fine-tuning, retrieval-augmented generation (RAG), and AI governance for practical, real-world deployment.

Work on industry projects and a capstone to build a job-ready portfolio. Learn to use cutting-edge tools like ChatGPT, Azure AI Studio, and LangChain while gaining access to a supportive community and career resources that help you launch and grow your AI career.

Start Date

Oct 13, 2025

Duration

5 months

Tuition Fee

Contact The Advisor

Start Date

Oct 13, 2025

Duration

5 months

Tuition Fee

Contact The Advisor

Choose How You Learn

We’ve designed flexible learning formats to fit different student needs, learning styles, and budgets - giving you the freedom to choose how you want to build your career.

Step 1: Choose Your Career Path

Features:

  • Meet with the program director

  • Complete a Skill assessment

  • Begin with introductory and prerequisite courses

Price:

  • starting as low as 499 $ - credited towards tuition

Confirmation of admission into the diploma program

Instructor-Led (Online Live Classes)

Features:

  • Live online workshops classes led by experienced instructors

  • Interactive discussions, direct Q&A, and peer collaboration, customized labs and group projects

  • 1:1 mentor support for career alignment

  • Job-readiness workshops (resume, interview prep, consulting exposure)

Price:

  • Diploma Program | call us


*Apply for Scholarship towards the tuition fees

Course Outline

Course Outline

Explore our Applied Generative AI program to master practical skills for deploying generative AI in real-world scenarios. Learn essential concepts like prompt engineering, large language model (LLM) architecture, transformers, and agentic AI. Gain hands-on experience building LLM applications, fine-tuning models, and applying AI governance best practices using industry-leading tools such as ChatGPT, LangChain, and Azure AI Studio.

Download Outline

Python Fundamentals

Build essential Python programming skills to form the foundation for AI and machine learning. Learn to implement algorithms, manage data, and construct intelligent systems with confidence.

Concepts Learned:

  • Fundamentals of programming in Python

  • Data types, operators, and string functions

  • Conditional statements, loops, and variable scope

  • Functions, methods, attributes, and access modifiers

  • Multi-threading and program execution

SKILLS GAINED

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Framer is a web builder for creative pros. Be sure to check out framer.com to learn more.

SKILLS GAINED

……………………..

Python Fundamentals

Build essential Python programming skills to form the foundation for AI and machine learning. Learn to implement algorithms, manage data, and construct intelligent systems with confidence.

Concepts Learned:

  • Fundamentals of programming in Python

  • Data types, operators, and string functions

  • Conditional statements, loops, and variable scope

  • Functions, methods, attributes, and access modifiers

  • Multi-threading and program execution

SKILLS GAINED

……………………..

Framer is a web builder for creative pros. Be sure to check out framer.com to learn more.

Framer is a web builder for creative pros. Be sure to check out framer.com to learn more.

SKILLS GAINED

……………………..

AI Literacy

Gain a strong foundation in Artificial Intelligence, Machine Learning, and Generative AI. Explore modern models and algorithms while learning to apply them through hands-on tools and practical scenarios.

Concepts Learned:

  • Core principles of AI, ML, and Generative AI

  • Supervised, unsupervised, and reinforcement learning

  • Neural networks, GANs, VAEs, and transformers

  • Large Language Models (LLMs) like ChatGPT, Claude, and Gemini

  • Prompt engineering, temperature tuning, and sampling techniques

SKILLS GAINED

……………………..

Framer is a web builder for creative pros. Be sure to check out framer.com to learn more.

Framer is a web builder for creative pros. Be sure to check out framer.com to learn more.

SKILLS GAINED

……………………..

Advanced Generative AI – Models and Architecture

Dive into the architectures that power Generative AI. Master Variational Autoencoders, GANs, and Transformer models while understanding how attention mechanisms enhance large-scale AI systems.

Concepts Learned:

  • Variational Autoencoders (VAEs) for data generation

  • Generative Adversarial Networks (GANs) for synthetic media

  • Transformer models and attention mechanisms

  • Large Language Model (LLM) architecture and scaling

  • Real-world applications of modern AI models

SKILLS GAINED

……………………..

Advanced Generative AI – Models and Architecture

Dive into the architectures that power Generative AI. Master Variational Autoencoders, GANs, and Transformer models while understanding how attention mechanisms enhance large-scale AI systems.

Concepts Learned:

  • Variational Autoencoders (VAEs) for data generation

  • Generative Adversarial Networks (GANs) for synthetic media

  • Transformer models and attention mechanisms

  • Large Language Model (LLM) architecture and scaling

  • Real-world applications of modern AI models

SKILLS GAINED

……………………..

Advanced Generative AI – Building LLM Applications

Learn to design, fine-tune, and deploy LLM applications. Gain practical expertise in workflow orchestration with LangChain and apply advanced prompt engineering techniques for precision outcomes.

Concepts Learned:

  • LangChain workflow design

  • Advanced prompt engineering methods

  • LLM fine-tuning and customization

  • Benchmarking and evaluating LLMs

  • Application development with chatbots, Q&A, and translation systems

SKILLS GAINED

……………………..

Advanced Generative AI – Building LLM Applications

Learn to design, fine-tune, and deploy LLM applications. Gain practical expertise in workflow orchestration with LangChain and apply advanced prompt engineering techniques for precision outcomes.

Concepts Learned:

  • LangChain workflow design

  • Advanced prompt engineering methods

  • LLM fine-tuning and customization

  • Benchmarking and evaluating LLMs

  • Application development with chatbots, Q&A, and translation systems

SKILLS GAINED

……………………..

Agentic AI Frameworks with Model Context & Protocols

Step into the future of autonomous AI. Learn to design and deploy multi-agent systems using LangGraph, AutoGen, and CrewAI, and integrate them through Model Context Protocols (MCP).

Concepts Learned:

  • Agentic AI architecture: perception, cognition, action

  • LangGraph orchestration techniques

  • AutoGen multi-agent system design

  • CrewAI for collaborative agent workflows

  • MCP protocols for interoperability and compliance

SKILLS GAINED

……………………..

Agentic AI Frameworks with Model Context & Protocols

Step into the future of autonomous AI. Learn to design and deploy multi-agent systems using LangGraph, AutoGen, and CrewAI, and integrate them through Model Context Protocols (MCP).

Concepts Learned:

  • Agentic AI architecture: perception, cognition, action

  • LangGraph orchestration techniques

  • AutoGen multi-agent system design

  • CrewAI for collaborative agent workflows

  • MCP protocols for interoperability and compliance

SKILLS GAINED

……………………..

Advanced Generative AI – Image Generation

Explore advanced image generation capabilities in GenAI. Master stable diffusion, denoising, embedding systems, and contrastive learning to create high-quality and context-aware visuals.

Concepts Learned:

  • Stable Diffusion techniques

  • Denoising methods for clarity and coherence

  • Shared embedding systems for image representation

  • Contrastive learning for model performance

  • Autoencoders in generative image workflows

SKILLS GAINED

……………………..

Advanced Generative AI – Image Generation

Explore advanced image generation capabilities in GenAI. Master stable diffusion, denoising, embedding systems, and contrastive learning to create high-quality and context-aware visuals.

Concepts Learned:

  • Stable Diffusion techniques

  • Denoising methods for clarity and coherence

  • Shared embedding systems for image representation

  • Contrastive learning for model performance

  • Autoencoders in generative image workflows

SKILLS GAINED

……………………..

Generative AI Governance

Understand the ethical, regulatory, and governance aspects of Generative AI. Learn how to integrate governance frameworks, manage risks, and ensure compliance in AI projects.

Concepts Learned:

  • Ethical frameworks and AI principles

  • Governance structures and best practices

  • Risk management in AI projects

  • Lifecycle governance for data and models

  • Future trends in AI regulation and compliance

SKILLS GAINED

……………………..

Generative AI Governance

Understand the ethical, regulatory, and governance aspects of Generative AI. Learn how to integrate governance frameworks, manage risks, and ensure compliance in AI projects.

Concepts Learned:

  • Ethical frameworks and AI principles

  • Governance structures and best practices

  • Risk management in AI projects

  • Lifecycle governance for data and models

  • Future trends in AI regulation and compliance

SKILLS GAINED

……………………..

SKILLS GAINED

……………………..

SKILLS GAINED

……………………..

SKILLS GAINED

……………………..

SKILLS GAINED

……………………..

SKILLS GAINED

……………………..

AI Literacy

Gain a strong foundation in Artificial Intelligence, Machine Learning, and Generative AI. Explore modern models and algorithms while learning to apply them through hands-on tools and practical scenarios.

Concepts Learned:

  • Core principles of AI, ML, and Generative AI

  • Supervised, unsupervised, and reinforcement learning

  • Neural networks, GANs, VAEs, and transformers

  • Large Language Models (LLMs) like ChatGPT, Claude, and Gemini

  • Prompt engineering, temperature tuning, and sampling techniques

SKILLS GAINED

Advanced Generative AI – Models and Architecture

Dive into the architectures that power Generative AI. Master Variational Autoencoders, GANs, and Transformer models while understanding how attention mechanisms enhance large-scale AI systems.

Concepts Learned:

  • Variational Autoencoders (VAEs) for data generation

  • Generative Adversarial Networks (GANs) for synthetic media

  • Transformer models and attention mechanisms

  • Large Language Model (LLM) architecture and scaling

  • Real-world applications of modern AI models

SKILLS GAINED

Advanced Generative AI – Building LLM Applications

Learn to design, fine-tune, and deploy LLM applications. Gain practical expertise in workflow orchestration with LangChain and apply advanced prompt engineering techniques for precision outcomes.

Concepts Learned:

  • LangChain workflow design

  • Advanced prompt engineering methods

  • LLM fine-tuning and customization

  • Benchmarking and evaluating LLMs

  • Application development with chatbots, Q&A, and translation systems

SKILLS GAINED

Agentic AI Frameworks with Model Context & Protocols

Step into the future of autonomous AI. Learn to design and deploy multi-agent systems using LangGraph, AutoGen, and CrewAI, and integrate them through Model Context Protocols (MCP).

Concepts Learned:

  • Agentic AI architecture: perception, cognition, action

  • LangGraph orchestration techniques

  • AutoGen multi-agent system design

  • CrewAI for collaborative agent workflows

  • MCP protocols for interoperability and compliance

SKILLS GAINED

Advanced Generative AI – Image Generation

Explore advanced image generation capabilities in GenAI. Master stable diffusion, denoising, embedding systems, and contrastive learning to create high-quality and context-aware visuals.

Concepts Learned:

  • Stable Diffusion techniques

  • Denoising methods for clarity and coherence

  • Shared embedding systems for image representation

  • Contrastive learning for model performance

  • Autoencoders in generative image workflows

SKILLS GAINED

Generative AI Governance

Understand the ethical, regulatory, and governance aspects of Generative AI. Learn how to integrate governance frameworks, manage risks, and ensure compliance in AI projects.

Concepts Learned:

  • Ethical frameworks and AI principles

  • Governance structures and best practices

  • Risk management in AI projects

  • Lifecycle governance for data and models

  • Future trends in AI regulation and compliance

SKILLS GAINED

SKILLS GAINED

SKILLS GAINED

SKILLS GAINED

How to Apply

How to Apply

Scholarships

Financial Aid

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

  • French language proficiency proof

  • Current resume

  • Two government-issued photo IDs

    Step 3: Pay Application Fees

  • $50 application + $150 registration.

Step 4: Submit Your Application Form

Talk to an Advisor

Financial Aid

Scholarships

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

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

Reach us

Reach us

Meet & Greet

Schedule a meeting with our Advisors and discuss all the opportunities at MCIT.

Meet us

Meet & Greet

Schedule a meeting with our Advisors and discuss all the opportunities at MCIT.

Meet us

Schedule a meeting with our Advisors and discuss all the opportunities at MCIT.

1:1 with Advisor

Meet us

Schedule a meeting with our Advisors and discuss all the opportunities at MCIT.

1:1 with Advisor

Meet us

Info Sessions

Schedule a meeting with our Advisors and discuss all the opportunities at MCIT.

Meet us

i

Info Sessions

Schedule a meeting with our Advisors and discuss all the opportunities at MCIT.

Meet us

i

1:1 Advising

Schedule a meeting with our Advisors and discuss all the opportunities at MCIT.

Book

Become job ready

Become job ready

Networking Events

Networking Events

Financial Aid

Resume Preperation

Mentorship & Guidance:

Portfolio Preperation

Networking Events

Events That Make You Job-Ready

At MCIT, our programs go beyond the classroom. We create opportunities to connect, grow, and get hired through a range of career-focused events:

  • Intelligent Networking Events
    Curated sessions designed to connect you with industry professionals and hiring companies.

  • Instructor-Led Introductions
    Our instructors share their own professional networks, opening doors to real-world opportunities.

  • Peer-to-Peer Networking
    Engage with classmates and alumni to build meaningful connections within your industry.

  • Meet the Recruiter
    Participate in exclusive events where recruiters come to meet, mentor, and hire MCIT students.

Attend an 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

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

Upon successful completion  the college grants the student an AEC (Attestation d’études collégiale)

Business Intelligence and Visualization Analyst (LEA.CV)
-900 hrs-

Instructor Spotlight

Intructor spotlight

⭐️

Connect to Content

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

Student stories

Student stories

Haig Alexander

ha

I started off at Dawson in the electronic engineering program. I started off with designing circuits, hardware all kind of things. But I came to realise that there is no market for those sort of things as most of them are getting automated. I developed an interest in mobile applications and realized it was easier to develop application in android phone

Mario Armenti

ma

Montreal College has provided me with technical expertise that is critical in the technological industry. I love my progression and am thankful for my achievements due to their program and assistance. Within a year of my Diploma at MCI , I encountered over five offers from high profile companies. Despite a background in Business Management, I was able to adapt, owing to the expertise of the subject matter experts. Montreal College has provided me with technical expertise that is critical in the industry

Maria Angela Gomez

mag

The program helped me gain a solid understanding of the Mobile app development modules, algorithms, data structures, junit, MVC patterns and developing enterprise solutions, among others.I would highlight the micro student units allowing maximum student- teacher interactivity.

Program Cohorts

Upcoming sessions

& Schedule

Apply Early

Oct 13, 2025

Register Before

Sep 15, 2025

Apply Early

Oct 13, 2025

Register Before

Sep 15, 2025

Apply Early

Jan 13, 2026

Register Before

Dec 16, 2025

Apply Early

Jan 13, 2026

Register Before

Dec 16, 2025

Apply Early

Mar 13, 2026

Register Before

Feb 13, 2026

Apply Early

Mar 13, 2026

Register Before

Feb 13, 2026

FAQs

FAQs

montreal-college-of-information-technology-footer

Montreal College of Information Technology


200-1255 Robert-Bourassa Blvd.

Montreal, Quebec H3B 3B2

+1 514 312 2383

[email protected]

montreal-college-of-information-technology-footer

Montreal College of Information Technology

Collège des technologies de l’information de Montréal

200-1255 Robert-Bourassa Blvd.

Montreal, Quebec H3B 3B2

+1 514 405 6874

[email protected]

montreal-college-of-information-technology-footer

Montreal College of Information Technology

Collège des technologies de l’information de Montréal

200-1255 Robert-Bourassa Blvd.

Montreal, Quebec H3B 3B2

+1 514 405 6874

[email protected]