Full-Stack AI Professional Program in Dubai
An advanced, end-to-end program for building production-grade AI systems, agents, and full-stack applications.
- Build AI systems end-to-end, not just isolated models
- Understand real-world architecture used in industry AI products
- Apply MLOps practices for deployment, monitoring, and versioning
- Work with advanced ML and deep learning techniques
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DURATION
70 hours
MODE
Online | Offline | Hybrid
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Course Overview
Strengthen your full-stack AI engineering capabilities with advanced, structured guidance.
The Full-Stack AI Professional Program is the final stage in the AI development pathway.
It is designed for learners who already have strong foundations in machine learning and applied AI, and who now want to build full, production-level systems.
The training covers AI system architecture, MLOps, gradient boosting, deep learning with PyTorch, transformer internals, fine-tuning LLMs, retrieval-augmented generation, advanced workflows with LangChain/LangGraph, agent design, CrewAI multi-agent coordination, MCP protocols, and cloud deployment.
By the end of the program, learners develop a complete AI project from planning to deployment, using modern industry practices.
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Why Choose Full-Stack AI Training in Dubai
This program helps learners:
- Build AI systems end-to-end, not just isolated models
- Understand real-world architecture used in industry AI products
- Apply MLOps practices for deployment, monitoring, and versioning
- Work with advanced ML and deep learning techniques
- Fine-tune LLMs and integrate transformer architectures
- Build intelligent RAG pipelines with memory, search, and embeddings
Who Should Attend This Program
- Learners who completed AI Developer Foundations + Applied AI Specialist
- Machine learning and AI engineers
- Developers building LLM and agent-based applications
- Students preparing for AI or ML careers
- Technical professionals designing AI systems at scale
- Product builders creating AI-powered solutions
Limited Seats
Claim Your Spot Today!
What You'll Master
Module 1 – AI Architecture & Production Systems
- Consolidating foundational → mid-level AI knowledge
- Designing end-to-end AI pipelines: ingestion, processing, inference, monitoring
- MLOps essentials: CI/CD, model versioning, A/B testing, Docker fundamentals
Module 2 – Advanced ML & Deep Learning
- Ensemble & Gradient Boosting:XGBoost, LightGBM, CatBoost
- Deep Learning with PyTorch:architectures, loops, optimization, GPU acceleration
- Transformer Deep-Dive:attention mechanism, encoder/decoder, positional encoding, GPT internals
- Fine-Tuning LLMs:LoRA, QLoRA, PEFT workflows with custom datasets
Module 3 – RAG & LLM Applications
- LangChain fundamentals
- Vector databases: FAISS, Pinecone, Chroma
- Building retrieval-augmented generation pipelines
- LangGraph for advanced, stateful LLM workflows
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Module 4 – Agentic AI & MCP
- AI Agent Design Patterns:planning, reflection, and architectural patterns
- Building Agents with CrewAI:multi-agent roles and collaboration
- Model Context Protocol (MCP):building servers/clients for standardized AI tooling
- Agent-to-Agent Communication (A2A):Google A2A, cross-platform interoperability
- Enterprise Agent Deployment:governance, monitoring, human-in-the-loop design
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Module 5 – Capstone: Full-Stack AI Application
- Project Planning:scope, tech stack, architecture
- Development Sprint:integrate RAG, agents, ML models
- Cloud Deployment & Demo:Â deploy to AWS/GCP/Azure; portfolio-ready presentation
Career Opportunities
Be tomorrow’s :Â
- Full-Stack AI Engineer
- AI Systems Architect
- LLM Engineer / RAG Engineer
- Machine Learning Engineer (mid-to-senior)
- AI Product Engineer
- Agentic Systems Developer
- MLOps Engineer
“Your success is our mission!”
Why Acamind Academy?
- KHDA-approved advanced AI training
- Industry-aligned curriculum covering modern AI systems end-to-endI
- Hands-on labs with PyTorch, LangChain, LangGraph, vector databases, and agents
- Practical MLOps guidance for deployment and monitoring
- Capstone project to showcase real engineering experience
- Located next to ADCB Metro Station, Al Karama
“We teach. We guide. We stay with you“
Ready to enhance your professional AI skills?
Take the final step toward becoming a full-stack AI engineer with deep expertise in modern LLM systems, agents, and production deployments.
Register Today!
Call/WhatsApp: +971 (52) 1000 655
Email: sales@acamind.ae
FAQs
What is the Full-Stack AI Professional Program?
This advanced Acamind Academy program in Dubai is the final stage of the AI development pathway, teaching professionals with strong ML foundations to build production-level AI systems covering architecture, MLOps, deep learning, RAG, agentic workflows, and cloud deployment.
Who should attend this Full-Stack AI Professional Program in Dubai?
This program is designed for learners who have completed AI Developer Foundations and Applied AI Specialist, machine learning and AI engineers, LLM and agent-application developers, students preparing for AI careers, and product builders creating AI-powered solutions in Dubai.
What level of experience or prerequisites are required to join?
Completion of Acamind’s AI Developer Foundations and Applied AI Specialist programs, or equivalent experience, is required. The course is built for learners who already hold strong machine learning and applied AI foundations before advancing further.
Will I get to deploy real AI applications during the program?
Yes. Cloud deployment is part of the capstone module, where you take a complete AI project from planning through to a live, production-ready deployment, applying modern MLOps practices for monitoring, versioning, and real-world system management.
Does the program include agentic AI systems?
Yes. The curriculum covers CrewAI multi-agent coordination, MCP protocols, and agent design patterns, alongside advanced LangChain and LangGraph workflows, equipping you to build autonomous, tool-using AI agents for real production environments and industry use cases.
Do we work with retrieval-augmented generation (RAG) in this course?
Yes. You will build intelligent, retrieval-augmented generation (RAG) pipelines from scratch, working with memory, search, and embeddings, while also fine-tuning LLMs and integrating transformer architectures into practical, deployable, real-world AI applications for businesses across industries.
Is deep learning covered in the Full-Stack AI Professional Program?
Yes. PyTorch, gradient boosting, CNN fundamentals, and transformer internals are explored in considerable depth, giving you the advanced machine learning and deep learning skills needed to design and build production-grade AI systems and architectures confidently.
How long is the Full-Stack AI Professional Program?
The Full-Stack AI Professional Program runs for 70 hours, covering AI architecture, MLOps, deep learning, RAG, agentic systems, and a full capstone project, giving working professionals in Dubai a structured yet time-efficient learning path forward.
What learning modes are offered for the Full-Stack AI Program?
Yes. Acamind Academy delivers this program in online, offline, and hybrid formats to suit different schedules. Training is KHDA-approved and held near ADCB Metro Station in Al Karama, Dubai, ensuring easy access for busy professionals.
What career opportunities can this program lead to?
Graduates can pursue roles such as Full-Stack AI Engineer, AI Systems Architect, LLM/RAG Engineer, Machine Learning Engineer, AI Product Engineer, Agentic Systems Developer, and MLOps Engineer, reflecting Dubai’s fast-growing demand for advanced AI talent today.
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