Learn with Huawei : H13-331_V1.0 training material for 100% pass

Last Updated: Aug 16, 2026

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Huawei H13-331_V1.0 Exam Syllabus Topics:

SectionObjectives
Topic 1: Artificial Intelligence Fundamentals- Machine Learning Basics
  • 1. Supervised vs unsupervised learning concepts
    • 2. Model training workflow
      - Deep Learning Fundamentals
      • 1. Neural network structure
        • 2. Common activation functions
          Topic 2: MindSpore Framework Basics- MindSpore architecture
          • 1. Computational graph execution modes
            • 2. Core components of MindSpore
              - Programming model
              • 1. Model definition and training process
                • 2. Dataset and data pipeline
                  Topic 3: Model Training and Optimization- Training process
                  • 1. Loss functions and optimizers
                    • 2. Forward and backward propagation
                      - Optimization techniques
                      • 1. Overfitting prevention methods
                        • 2. Learning rate scheduling
                          Topic 4: AI Model Deployment and Acceleration- Model inference
                          • 1. Model export and conversion
                            • 2. Inference pipeline
                              - Hardware acceleration
                              • 1. Ascend AI processor usage
                                • 2. Performance optimization strategies

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