Download the certification brochure (Spanish): Click here

Exam Details

• Exam Name: Generative AI Certified Expert (GAIE)
• Exam Format: Multiple choice, online with remote supervision (proctoring)
• Exam Delivery: Safe Exam Browser
• Number of Questions: 50 questions: 70% scenarios / 30% conceptual
• Exam Duration: 90 minutes
• Passing Score: 70% (35 out of 50 correct answers)
• Available Languages: Spanish / English
• Attempts: Maximum 2 attempts (minimum 15 days between attempts)
• Validity: 3 years · 15 CPD credits per year

Main Subjects

• Generative artificial intelligence fundamentals (15%): Neural networks; Embeddings and tokenization; Self-supervision and RLHF; Model families.
• Foundation models and architectures (20%): Transformer architecture; Foundation models; Cloud AI services; Context windows.
• Prompt engineering and fine-tuning (20%): System prompts and patterns; Function calling; Defense against injection; LoRA, QLoRA and PEFT.
• Enterprise applications and use cases (25%): RAG; Chatbots and automation; Content generation; Enterprise integration.
• Governance, ethics, security and operations (20%): NIST AI RMF; EU AI Act and OWASP LLM; Bias mitigation; MLOps for GenAI.

Who is this certification for?

• Digital transformation leaders and AI consultants: Who bring GenAI into strategy.
• ML engineers and data scientists: Who build generative solutions.
• Developers and solution architects: Who integrate GenAI into products.

Prerequisites

Mandatory: Generative AI Certified Associate (GAIC). GAIE is the expert level of the CertJoin Generative AI path.