Udemy
AI Vector Database Bootcamp: RAG, LLM, NLP, Semantic Search
Artificial Intelligence · Development
Library / Artificial Intelligence
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AWS Certified Generative AI Developer – Professional Mock Exam is a comprehensive certification preparation resource designed to help experienced developers, AI practitioners, cloud professionals, and technology specialists prepare for the AWS Certified Generative AI Developer – Professional certification. The certification validates advanced skills and experience in designing, implementing, and deploying AI solutions on AWS, with a strong emphasis on foundation models, Retrieval-Augmented Generation (RAG), vector databases, responsible AI, and production-ready Generative AI applications.
This mock exam is designed to provide learners with realistic, challenging, and scenario-driven practice that reflects the level of reasoning required for a professional-level certification. Rather than focusing solely on definitions or simple recall, the questions encourage candidates to analyze business and technical requirements, compare AWS services, evaluate architecture decisions, troubleshoot Generative AI applications, and select solutions that provide the appropriate balance of performance, security, scalability, reliability, and cost.
Generative AI application development requires a broad combination of software engineering, cloud architecture, machine learning, data management, security, and AI-specific knowledge. Building a successful application is not simply a matter of selecting a foundation model and sending prompts to it. Developers must understand how to prepare enterprise data, retrieve relevant information, manage context, evaluate model responses, reduce hallucinations, protect sensitive information, optimize latency and cost, monitor applications, and deploy solutions reliably at scale. This mock exam is designed around these practical considerations.
This mock exam questions cover essential Generative AI and foundation model concepts, including Large Language Models (LLMs), foundation models, tokens, embeddings, inference, context windows, temperature,
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Udemy: 2026-09-27 · Coursera: 2026-09-27
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