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Huawei H13-321_V2.0 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Huawei AI Development Platform (ModelArts) | - ModelArts usage and workflow - Dataset management - Model training and deployment on ModelArts |
| Topic 2: AI Model Development | - Model training and evaluation - Hyperparameter tuning |
| Topic 3: AI Application Deployment and Operations | - AI service monitoring and optimization - Inference service deployment |
| Topic 4: Data Processing and Analysis | - Data preprocessing techniques - Feature engineering |
| Topic 5: Artificial Intelligence Fundamentals | - Introduction to AI concepts - Machine learning basics - Deep learning fundamentals |
Huawei HCIP-AI-EI Developer V2.0 Sample Questions:
Question #1
Regarding Gaussian mixture model, which of the following statements is correct? (Multiple choice)
A. Gaussian mixture model is a linear combination of multiple single Gaussian models
B. The number of sub-models K of the Gaussian mixture model needs to be given in advance
C. Gaussian mixture model can theoretically simulate any form of distribution
D. Gaussian mixture model can use EM algorithm to learn model parameters
Question #2
Which one affects the number of weights in 2D convolution? (Multiple choice)
A. Width
B. Number of convolution kernels
C. Depth
D. High
Question #3
Which hardware is supported by ModelArts? (Multiple choice)
A. CPU
B. GPU
C. All of the above
D. Huawei self-developed Ascend AI chip
Question #4
The histogram operation of an image is to count the gray value distribution frequency of the entire image. When the image is unevenly illuminated, the histogram operation effect will not be affected.
A. True
B. False
Question #5
During a training, the ReLU neuron cannot be activated on all training data. We call this the dead ReLu problem.
A. True
B. False
Solutions:
| Question #1 Correct Answer: A,B,C,D | Question #2 Correct Answer: A,B,D | Question #3 Correct Answer: A,B,C,D | Question #4 Correct Answer: B | Question #5 Correct Answer: A |
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