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Huawei H13-321_V2.5 Exam Syllabus Topics:

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

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

          Question #1

          Huawei Cloud ModelArts is a one-stop AI development platform that supports multiple AI scenarios. Which of the following scenarios are supported by ModelArts?

          • A. Object detection
          • B. Image classification
          • C. Speech recognition
          • D. Video analytics
          Reveal Solution  Discussion  0

          Correct Answer: A,B,C,D  🗳️

          Explanation: Only visible for TrainingQuiz members. You can sign-up / login (it's free).

          Question #2

          A text classification task has only one final output, while a sequence labeling task has an output in each input position.

          • A. FALSE
          • B. TRUE
          Reveal Solution  Discussion  0

          Correct Answer: B  🗳️

          Explanation: Only visible for TrainingQuiz members. You can sign-up / login (it's free).

          Question #3

          The mAP evaluation metric in object detection combines accuracy and recall.

          • A. FALSE
          • B. TRUE
          Reveal Solution  Discussion  0

          Correct Answer: A  🗳️

          Explanation: Only visible for TrainingQuiz members. You can sign-up / login (it's free).

          Question #4

          In an image preprocessing experiment, the cv2.imread("lena.png", 1) function provided by OpenCV is used to read images. The parameter "1" in this function represents a --------- -channel image. (Fill in the blank with a number.)

          Reveal Solution  Discussion  0

          Correct Answer:

          3
          Explanation:
          In OpenCV:
          * cv2.imread(filename, 1) reads the image incolor mode.
          * This loads the image as a3-channelBGR image (Blue, Green, Red).
          * Other modes: 0 for grayscale, -1 for unchanged (including alpha channel).
          Exact Extract from HCIP-AI EI Developer V2.5:
          "When the second parameter of cv2.imread is 1, the image is read in color mode, resulting in a 3-channel BGR image." Reference:HCIP-AI EI Developer V2.5 Official Study Guide - Chapter: Image Reading and Writing with OpenCV

          Question #5

          Which of the following is not an acoustic feature of speech?

          • A. Semantics
          • B. Frequency
          • C. Amplitude
          • D. Duration
          Reveal Solution  Discussion  0

          Correct Answer: A  🗳️

          Explanation: Only visible for TrainingQuiz members. You can sign-up / login (it's free).

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