Ripotek Technologies Inc.
Design. Engineer. Deliver.
Calgary, Alberta
www.ripotek.com
training@ripotek.com
AI Engineer
Professional Training Program Syllabus
Program Overview
Duration
24 Weeks (3 sessions per week)
72 total sessions, 216 instructional hours
Investment
CAD $1,800
Flexible payment plans available
Schedule
Wednesday/Friday/Sunday
6:00 PM - 9:00 PM Mountain Time
Certification Prep
Microsoft AI-102
Azure AI Engineer Associate
Program Description
The AI Engineer program is an intensive 24-week training designed to build production-ready AI solutions on Azure. Master Azure OpenAI, Computer Vision, NLP, MLOps, and responsible AI practices.
Build RAG systems, deploy GenAI apps, fine-tune models, and implement CI/CD for AI workloads. Prepare for Microsoft AI-102 certification and secure high-demand AI engineering roles.
Learning Outcomes
Upon completion, you will be able to:
Deploy Azure OpenAI solutions
Build RAG systems with vector databases
Implement computer vision applications
Create NLP pipelines
Fine-tune language models
Design conversational AI
Implement MLOps pipelines
Monitor AI models in production
Apply responsible AI principles
Secure AI applications
Optimize inference performance
Pass Microsoft AI-102 exam
24-Week Curriculum Highlights
Foundations (Weeks 1-6)
- Python for AI/ML
- Azure ML basics
- ML fundamentals
- Neural networks intro
- Azure Cognitive Services
- REST APIs and SDKs
Azure OpenAI & GenAI (Weeks 7-12)
- Azure OpenAI Service
- Prompt engineering advanced
- RAG architecture
- Vector databases (Cognitive Search)
- LangChain and frameworks
- Fine-tuning models
Computer Vision & NLP (Weeks 13-18)
- Custom Vision models
- Object detection
- OCR and Form Recognizer
- Text analytics
- Translation services
- Speech recognition
MLOps & Production (Weeks 19-24)
- Azure ML pipelines
- Model deployment
- Monitoring and drift
- CI/CD for AI
- Responsible AI
- Capstone project and AI-102 prep
Career Services
Support:
- Advanced career coaching
- Portfolio development
- Technical interview prep
- Employer introductions
Typical Roles:
- AI Engineer
- ML Engineer
- GenAI Developer
- AI Solutions Architect
85%
Placement Rate
90 days
Average Time
$100K+
Avg Starting Salary