Exam Name: HPE AI Fundamentals
Certification Provider: HP
Corresponding Certification: HP Certification
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HP HPE0-V30 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Prompt Engineering | - Zero-shot and few-shot prompting - Chain-of-thought prompting techniques |
| Transformer Architecture & Attention Mechanisms | - Transformer vs legacy sequence models - Self-attention mechanism |
| Generative AI & Industry Applications | - GenAI use cases in enterprise environments - Chatbots, summarization, and content generation |
| Data Preparation & Processing | - Data cleaning and labeling - Feature representation and embeddings |
| Large Language Models (LLMs) | - Text generation and reasoning tasks - LLM capabilities and limitations |
| NVIDIA AI & Compute Concepts | - AI workload optimization basics - GPU acceleration fundamentals (CUDA) |
| Retrieval-Augmented Generation (RAG) | - Vector databases and similarity search - Combining retrieval and generation |
| AI Agents & Automation | - Autonomous task execution using tools - Agent-based workflows |
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