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Huawei H13-321_V2.0-ENU Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Data Processing and Analysis | - Data preprocessing techniques - Feature engineering |
| Huawei AI Development Platform (ModelArts) | - ModelArts usage and workflow - Dataset management - Model training and deployment on ModelArts |
| Artificial Intelligence Fundamentals | - Introduction to AI concepts - Machine learning basics - Deep learning fundamentals |
| AI Model Development | - Model training and evaluation - Hyperparameter tuning |
| AI Application Deployment and Operations | - AI service monitoring and optimization - Inference service deployment |
Huawei HCIP-AI-EI Developer V2.0 Sample Questions:
GMM can theoretically fit all waveforms.
- A. True
- B. False
Correct Answer: A 🗳️
Which of the following are considerations for activation function design? (Multiple choice)
- A. Monotonicity
- B. Continuous Differentiability
- C. Smoothness
- D. Boundedness
- E. Nonlinearity
Correct Answer: A,B,C,D,E 🗳️
In the field of deep learning, which of the following options are correct? (Multiple choice)
- A. Update all parameter values through learning rate and gradient value to increase the loss value of the network
- B. Update all parameter values through learning rate and gradient value to reduce the loss value of the network
- C. Gradient descent is actually to find the partial derivative (gradient) of the loss value with respect to all parameters. The meaning of the gradient is the direction of the fastest change.
- D. Learning Rate (LR) is an important hyperparameter in gradient descent
Correct Answer: B,C,D 🗳️
Word2vec is an open source tool from Google that can calculate the distance between words based on a set of input words.
- A. True
- B. False
Correct Answer: A 🗳️
The bimodal method can automatically find the optimal separation threshold of the image, but it is not suitable for all grayscale image binarization tasks.
- A. True
- B. False
Correct Answer: A 🗳️
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