smart_toy
smart_toyLong-term Training
Artificial Intelligence & Automation
Master cutting-edge AI and industrial automation technologies. From deploying intelligent autonomous agents to high-performance RAG architectures.
Duration4 MONTHS
ModeHYBRID
CertifiedYES
Investment4500 DH
Curriculum
Our curriculum is designed to be at the forefront of the industry, with an emphasis on practice and real projects.
01RAG Architectures & Vector DBs
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01
RAG Architectures & Vector DBs
Intro to embeddings
Vector indexing (Qdrant, Pinecone)
Chunking & Retrieval strategies
02Multi-Agent Orchestration (CrewAI)
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02
Multi-Agent Orchestration (CrewAI)
Autonomous agent principles
Defining roles, tools, and tasks
Inter-agent communication protocols
03Open Source Model Fine-tuning
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03
Open Source Model Fine-tuning
Dataset preparation
LoRA / QLoRA training
Performance evaluation
04LLM Guardrails & Security
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04
LLM Guardrails & Security
Hallucination detection
Prompt Injection & Jailbreaking
Output alignment
05Deploying AI APIs in Prod
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05
Deploying AI APIs in Prod
FastAPI & Docker
Cache & latency optimization
AI CI/CD pipelines
06Capstone Project
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06
Capstone Project
Functional specs
Full system architecture
Final MVP defense
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Real Certifications & Video Deliverables
At the end of this course, you will leave with an official certificate and a video capsule of your final project. Paper degrees do not always show your real capabilities, but your projects are concrete actions that no one can deny.