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Huawei H13-321_V2.0-ENU Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Overview of ModelArts | 4% | - ModelArts platform architecture - Development and deployment workflow |
| Speech Processing Lab Guide | 12% | - Speech application development on ModelArts |
| Theoretical Knowledge and Applications of Speech Processing | 10% | - Acoustic and language models - Speech processing basics - Speech recognition and synthesis |
| Neural Network Basics | 4% | - Network training and optimization - Artificial neural network principles - Deep learning fundamentals |
| Image Processing Lab Guide | 12% | - ModelArts-based image development |
| ModelArts Platform Development Experiment | 10% | |
| Theoretical Knowledge and Applications of Image Processing | 26% | - Computer vision overview - Convolutional neural networks - Image preprocessing and feature extraction - Image recognition, detection and segmentation |
| Theoretical Knowledge and Applications of Natural Language Processing | 10% | - Common NLP tasks and applications - NLP core concepts - Text processing and representation |
| Overview of Huawei AI Development Strategy and Full-Stack, All-Scenario AI Portfolio | 2% | |
| Natural Language Processing Lab Guide | 10% | - NLP project practice on ModelArts |
Huawei HCIP-AI-EI Developer V2.0 Sample Questions:
1. ModelArts model training process
2. What are the tasks of machine learning scenarios? (Multiple choice)
A) Clustering
B) Classification
C) Regression
D) Generate
3. What are the evaluation indicators used in image segmentation?
4. For a pixel P with coordinates (x, y), P has four diagonally adjacent pixels, called diagonal neighbors. Which of the following can correctly represent the coordinates of the diagonal neighbors?
A) (x-1, y-1), (x-1, y+1), (x+1, y-1), (x+1, y+1)
B) (x-1, y), (x-1, y+1), (x+1, y-1), (x+1, y)
C) (x-1, y-1), (x-1, y), (x+1, y-1), (x+1, y+1)
D) (x-1, y), (x-1, y+1), (x+1, y), (x+1, y+1)
5. In the NNLM model, what is the activation function used in the network output layer?
A) Sigmoid
B) Tanh
C) Softmax
D) ReLU
Solutions:
| Question # 1 Answer: Only visible for members | Question # 2 Answer: A,B,C,D | Question # 3 Answer: Only visible for members | Question # 4 Answer: A | Question # 5 Answer: C |
