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Huawei H13-321_V2.5 Exam Syllabus Topics:

SectionObjectives
Deep Learning- Neural Network Fundamentals
- CNN and RNN Architectures
- Model Training and Optimization
AI Application Development (EI)- Enterprise Intelligence (EI) Concepts
- AI Service Integration
- Building AI Applications
Machine Learning- Unsupervised Learning
  • 1. Dimensionality Reduction
    • 2. Clustering Methods
      - Supervised Learning
      • 1. Classification Algorithms
        • 2. Regression Algorithms
          Huawei AI Ecosystem Tools- MindSpore Framework Basics
          - Huawei Cloud AI Services
          - AI Development Toolchain
          AI Fundamentals- AI Development Lifecycle
          - Common AI Use Cases in Industry
          - Introduction to Artificial Intelligence
          Model Deployment and Operations- Inference Services
          - Model Deployment Strategies
          - Monitoring and Maintenance
          Data Processing- Data Collection and Cleaning
          - Feature Engineering
          - Data Labeling and Preparation
          Model Development with Huawei ModelArts- AutoML Capabilities
          - ModelArts Platform Overview
          - Training Models on ModelArts

          Huawei HCIP-AI-EI Developer V2.5 Sample Questions:

          1. Which of the following has never been used as a method in the history of NLP?

          A) Statistics-based method
          B) Rule-based method
          C) Recursion-based method
          D) Deep learning-based method


          2. The accuracy of object location detection can be evaluated using the intersection over union (IoU) value, which is a ratio. The denominator is the overlapping area between the prediction bounding box and ground truth bounding box, and the numerator is the area of union encompassed by both boxes.

          A) FALSE
          B) TRUE


          3. Which of the following are object detection algorithms?

          A) Faster-R-CNN
          B) SSD
          C) YOLO
          D) R-CNN


          4. Mel-frequency cepstral coefficients (MFCCs) take into account human auditory characteristics by first mapping the linear spectrum to the Mel nonlinear spectrum based on auditory perception, and then converting it to the cepstral domain.

          A) FALSE
          B) TRUE


          5. In cases where the bright and dark areas of an image are too extreme, which of the following techniques can be used to improve the image?

          A) Grayscale stretching
          B) Grayscale compression
          C) Gamma correction
          D) Inversion


          Solutions:

          Question # 1
          Answer: C
          Question # 2
          Answer: A
          Question # 3
          Answer: A,B,C,D
          Question # 4
          Answer: B
          Question # 5
          Answer: C

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