Exam Name: HCIP-AI-EI Developer V2.0
Certification Provider: Huawei
Corresponding Certification: HCIP AI EI
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Huawei H13-321_V2.0 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Speech Processing Lab Guide | 12% | - Speech application development on ModelArts |
| Overview of Huawei AI Development Strategy and Full-Stack, All-Scenario AI Portfolio | 2% | |
| Theoretical Knowledge and Applications of Natural Language Processing | 10% | - Common NLP tasks and applications - NLP core concepts - Text processing and representation |
| Overview of ModelArts | 4% | - Development and deployment workflow - ModelArts platform architecture |
| Neural Network Basics | 4% | - Deep learning fundamentals - Network training and optimization - Artificial neural network principles |
| Theoretical Knowledge and Applications of Speech Processing | 10% | - Acoustic and language models - Speech recognition and synthesis - Speech processing basics |
| Image Processing Lab Guide | 12% | - ModelArts-based image development |
| Natural Language Processing Lab Guide | 10% | - NLP project practice on ModelArts |
| ModelArts Platform Development Experiment | 10% | |
| Theoretical Knowledge and Applications of Image Processing | 26% | - Convolutional neural networks - Computer vision overview - Image recognition, detection and segmentation - Image preprocessing and feature extraction |
Huawei HCIP-AI-EI Developer V2.0 Sample Questions:
Which of the following belongs to the sequence labeling task? (Multiple choice)
- A. Entity Recognition
- B. Chinese word segmentation
- C. Part-of-speech tagging
- D. Sentiment Analysis
Correct Answer: A,B,C 🗳️
The OTSU algorithm traverses possible thresholds and selects the maximum segmentation threshold between the foreground area and the background area () as the optimal threshold.
- A. Area difference
- B. Cumulative difference of pixel values
- C. Absolute difference
- D. Between-class variance
Correct Answer: D 🗳️
The learning rate is the coefficient that adjusts the weight value according to the error gradient.
- A. False
- B. True
Correct Answer: B 🗳️
ModelArts does not support multiple people labeling the same dataset.
- A. False
- B. True
Correct Answer: A 🗳️
Which of the following is the operation performed by the code mox.file.exists (' obs :// bucket_name /test01')?
- A. Create a folder
- B. Read a file on OBS
- C. Check if the folder exists
- D. List an OBS path
Correct Answer: C 🗳️
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