Master Certificate in Applied Generative AI
Master Certificate in Applied Generative AI
Propulsez votre carrière
Propulsez votre carrière
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
Parlez à un conseiller
Parlez à un conseiller
Durée:
5 months
Durée:
5 months
Durée:
5 months
Début : 15 oct 2025
Horaire : Lu-Mer-Ven
Début : 15 oct 2025
Horaire : Lu-Mer-Ven
Début : 15 oct 2025
Horaire : Lu-Mer-Ven
Événements :
Assistez à une
Événements
Assistez à une
<<Info session>>
Événements
Assistez à une
<<Info session>>
Aperçu du programme
Aperçu du programme
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.
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
Plan de cours
Plan de cours
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.
Téléchargez le plan
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
APTITUDES
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Framer is a web builder for creative pros. Be sure to check out framer.com to learn more.
APTITUDES
……………………..
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
APTITUDES
……………………..
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Framer is a web builder for creative pros. Be sure to check out framer.com to learn more.
APTITUDES
……………………..
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
APTITUDES
……………………..
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Framer is a web builder for creative pros. Be sure to check out framer.com to learn more.
APTITUDES
……………………..
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
APTITUDES
……………………..
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
APTITUDES
……………………..
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
APTITUDES
……………………..
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
APTITUDES
……………………..
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
APTITUDES
……………………..
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
APTITUDES
……………………..
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
APTITUDES
……………………..
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
APTITUDES
……………………..
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
APTITUDES
……………………..
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
APTITUDES
……………………..
APTITUDES
……………………..
APTITUDES
……………………..
APTITUDES
……………………..
APTITUDES
……………………..
APTITUDES
……………………..
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
APTITUDES
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
APTITUDES
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
APTITUDES
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
APTITUDES
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
APTITUDES
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
APTITUDES
APTITUDES
APTITUDES
APTITUDES
Comment postuler
Comment postuler
Bourses
Aide financière
Aide financière
Processus
d'admission
Admissibilité
Admission
Étape 1 : Prenez rendez-vous avec un conseiller
Étape 2 : Préparez vos documents
Diplôme et relevés de notes (Secondaire, CEGEP, Collège ou Université)
Certificat de naissance (en français ou en anglais)
Preuve de statut au Canada
Preuve de compétence en français
CV à jour
Deux pièces d’identité gouvernementales avec photo
Étape 3 : Payez les frais d’admission
50 $ demande + 150 $ inscription
Étape 4 : Soumettez votre formulaire d’admission
Parlez à un conseiller
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
Contactez-nous
Contactez-nous
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
Planifiez une rencontre avec nos conseillers et explorez toutes les options au CTIM.
1:1 with Advisor
Rencontrez-nous
Planifiez une rencontre avec nos conseillers et explorez toutes les options au CTIM.
1:1 with Advisor
Rencontrez-nous
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
Prêt pour l'emploi
Prêt pour l'emploi
Événements de réseautage
Événements de réseautage
Aide financière
Préparation de CV
Mentorat et conseils
Préparation de portfolio
Événements de réseautage
Événements qui vous préparent à l'emploi
Au CTIM, nos programmes vont au-delà de la salle de classe. Nous créons des occasions de réseautage, de développement et d’embauche à travers divers événements axés sur la carrière :
Événements de réseautage intelligent
Des sessions ciblées pour vous connecter avec des pros du secteur et des entreprises qui recrutent.
Présentations menées par nos enseignants
Nos enseignants partagent leur propre réseau pour vous ouvrir à des opportunités concrètes.
Réseautage entre pairs
Échangez avec vos collègues et notre réseau d'anciens étudiantsd pour tisser des liens solides dans votre domaine.
Rencontrez les recruteurs
Participez à des événements exclusifs où les recruteurs viennent rencontrer, guider et embaucher les étudiants du CTIM.
Attend an infosession
Préparation de CV
Événements de réseautage
Resume Preperation
interview Preperation
Préparation de protfolio
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.
Assistez à une Info-session
Préparation de CV
Événements de réseautage
Resume Preperation
interview Preperation
Préparation de protfolio
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.
Assistez à une Info-session
À la réussite du programme, le CTIM délivre à l’étudiant une AEC (Attestation d’études collégiales)
Analyste en intelligence d’affaires et visualisation (LEA.CV) – 900 h –
Mise en lumière de l'instructeur
Connect to Content
Add layers or components to make infinite auto-playing slideshows.
Témoignanges d'étudiants
Témoignanges d'étudiants
Haig Alexander
ha
J’ai commencé à Dawson dans le programme de génie électronique. J’ai débuté par la conception de circuits, de matériel et de toutes sortes de choses. Mais j’ai fini par réaliser qu’il n’y avait pas de marché pour ce type d’activités, car la plupart sont en voie d’automatisation. Au CTIM, j’ai développé un intérêt pour les applications web et j’ai constaté qu’il était plus simple de créer une application web.
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
Le programme m’a permis d’acquérir une solide compréhension des modules de développement d’applications mobiles, des algorithmes, des structures de données, de Junit, des modèles MVC et du développement de solutions d’entreprise, entre autres. Je mettrais en avant les micro-unités étudiantes favorisant une interactivité maximale entre étudiants et enseignants.
Haig Alexander
ha
J’ai commencé à Dawson dans le programme de génie électronique. J’ai débuté par la conception de circuits, de matériel et de toutes sortes de choses. Mais j’ai fini par réaliser qu’il n’y avait pas de marché pour ce type d’activités, car la plupart sont en voie d’automatisation. Au CTIM, j’ai développé un intérêt pour les applications web et j’ai constaté qu’il était plus simple de créer une application web.
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
Le programme m’a permis d’acquérir une solide compréhension des modules de développement d’applications mobiles, des algorithmes, des structures de données, de Junit, des modèles MVC et du développement de solutions d’entreprise, entre autres. Je mettrais en avant les micro-unités étudiantes favorisant une interactivité maximale entre étudiants et enseignants.
Prochaines sessions et horaires
Prochaines sessions et horaires
Session d'automne
Oct 13, 2025
Register Before
Sep 15, 2025
Session d'automne
Oct 13, 2025
Register Before
Sep 15, 2025
Session d'hiver
Jan 13, 2026
Register Before
Dec 16, 2025
Session d'hiver
Jan 13, 2026
Register Before
Dec 16, 2025
Session d'été
Mar 13, 2026
Register Before
Feb 13, 2026
Session d'été
Mar 13, 2026
Register Before
Feb 13, 2026
FAQ
FAQ
Collège des technologies de l’information de Montréal
200 - 1255 Boulevard Robert-Bourassa
Montréal, Québec H3B 3B2
+1 514 312 2383
Collège des technologies de l’information de Montréal
200 - 1255 Boulevard Robert-Bourassa
Montréal, Québec H3B 3B2
+1 514 405 6874
Collège des technologies de l’information de Montréal
200 - 1255 Boulevard Robert-Bourassa
Montréal, Québec H3B 3B2
+1 514 405 6874