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Huawei H13-321_V2.0 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Theoretical Knowledge and Applications of Speech Processing | 10% | - Speech processing basics - Speech recognition and synthesis - Acoustic and language models |
| Topic 2: Overview of ModelArts | 4% | - Development and deployment workflow - ModelArts platform architecture |
| Topic 3: Theoretical Knowledge and Applications of Natural Language Processing | 10% | - Common NLP tasks and applications - NLP core concepts - Text processing and representation |
| Topic 4: Natural Language Processing Lab Guide | 10% | - NLP project practice on ModelArts |
| Topic 5: ModelArts Platform Development Experiment | 10% | |
| Topic 6: Speech Processing Lab Guide | 12% | - Speech application development on ModelArts |
| Topic 7: Overview of Huawei AI Development Strategy and Full-Stack, All-Scenario AI Portfolio | 2% | |
| Topic 8: Theoretical Knowledge and Applications of Image Processing | 26% | - Image preprocessing and feature extraction - Computer vision overview - Image recognition, detection and segmentation - Convolutional neural networks |
| Topic 9: Neural Network Basics | 4% | - Artificial neural network principles - Network training and optimization - Deep learning fundamentals |
| Topic 10: Image Processing Lab Guide | 12% | - ModelArts-based image development |
Huawei HCIP-AI-EI Developer V2.0 Sample Questions:
Question 1
Speech recognition technology is a technology that allows machines to convert text into speech through recognition and understanding.
A. True
B. False
Question 2
When creating a training job, which of the following computing resources is not supported by ModeIArts?
A. GPU
B. Ascend
C. CPU
D. TPU
Question 3
ModelArts data management module supports which of the following operations? (Multiple choice)
A. Upload data
B. Manage data versions
C. Create a dataset
D. Labeling Data
Question 4
Which of the following templates can achieve image sharpening?
A. 0 -1 0
-1 6 -1
B. 0 1 0
1 3 1
0 1 0
C. 0 1 0
1 1 1
0 1 0
D. 0 -1 0
-1 4 -1
0 -1 0
Question 5
What are the methods of speech synthesis? (Multiple choice)
A. Parallel Formant Synthesizer
B. Serial Formant Synthesizer
C. Formant Synthesizer
D. PSOLA Method
Solutions:
| Question 1 Answer: B | Question 2 Answer: D | Question 3 Answer: A,B,C,D | Question 4 Answer: A | Question 5 Answer: A,B,C,D |
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Stev 
Barnett 
Herbert 
Hugh 
Leopold 
Magee 
Dana 
Maurice 
Meredith 
