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Generative AI Summary & Certification Exam
Claim your official Generative AI Engineer Certificate
Prove your comprehensive mastery of generative foundation models, prompt engineering, RAG pipelines, fine-tuning, autonomous agents, and AI safety.
Key Skills Tested in this Certification
Autoregressive transformers, BPE tokenization, and temperature sampling.
Designing Few-Shot and Chain-of-Thought prompts that yield structured JSON.
Building end-to-end RAG retrieval pipelines using chunking and vector embeddings.
Understanding PEFT / LoRA fine-tuning and the ReAct autonomous agent framework.
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Test Yourself With Exercise
Which architectural component allows an LLM in a RAG pipeline to retrieve relevant private knowledge without model retraining?