Exam Code: HPE3-CL24
Exam Name: AI Inferencing Exam
Certification Provider: HP
Corresponding Certification: HP Certification
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HP HPE3-CL24 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: HP AI Inferencing Solutions35%- HP hardware for inferencing
  • 1. Workstations, servers, and edge devices
    • 2. GPU/ASIC/FPGA acceleration options
      - HP software and frameworks
      • 1. Integration with TensorFlow, PyTorch, ONNX
        • 2. HP AI Inferencing Engine
          Topic 2: AI Inferencing Fundamentals25%- Inferencing architectures
          • 1. Edge, on-premises, and cloud deployment
            • 2. Latency, throughput, and accuracy trade-offs
              - Inferencing vs Training
              • 1. Core concepts and differences
                • 2. Use cases for inferencing
                  Topic 3: Performance & Management20%- Monitoring and tuning
                  • 1. Latency, throughput, and resource utilization
                    - Security and compliance
                    • 1. Data privacy, model security, and governance
                      Topic 4: Model Optimization & Deployment20%- Model compression and quantization
                      • 1. Pruning, quantization, and knowledge distillation
                        - Deployment pipelines
                        • 1. Containerization, orchestration, and scaling

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