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HP HPE0-V31 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: AI Deployment and Operations25%- Operations and Maintenance
  • 1. Perform software updates and lifecycle management
  • 2. Troubleshoot AI environments
  • 3. Monitor AI platform health and performance
- Platform Deployment
  • 1. Deploy and configure HPE Private Cloud AI
  • 2. Manage AI administrator and user environments
  • 3. Use HPE AI Essentials resource management
- Model Serving and AI Workloads
  • 1. Deploy models using NVIDIA NIMs
  • 2. Implement HPE Machine Learning Inference Software
  • 3. Use model catalogs and knowledge bases
Topic 2: Edge AI and HPC Solutions20%- Edge Inferencing
  • 1. Select appropriate servers, GPUs, and networking
  • 2. Design edge inferencing solutions
  • 3. Implement AI-optimized edge architectures
- HPC and AI Convergence
  • 1. HPE Cray XD and HPE ProLiant XD platforms
  • 2. HPC fundamentals and AI integration
  • 3. HPE HPC compute portfolio
  • 4. HPE HPC management tools
Topic 3: AI Overview and Customer Requirements25%- AI Fundamentals
  • 1. Artificial intelligence concepts and ecosystem
  • 2. Machine learning and deep learning lifecycle
  • 3. AI challenges and considerations
- Customer Assessment
  • 1. Position HPE and NVIDIA AI solutions
  • 2. Analyze AI workloads and use cases
  • 3. Assess customer AI maturity
Topic 4: HPE Private Cloud AI Solution Design30%- Architecture and Infrastructure
  • 1. HPE Private Cloud AI architecture
  • 2. Storage and networking components
  • 3. HPE AI servers and NVIDIA GPU platforms
  • 4. Infrastructure sizing and workload mapping
- Configuration and Quoting
  • 1. Size solutions using HPE tools
  • 2. Configure and quote AI solutions
  • 3. Match infrastructure to AI workload requirements

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