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Huawei H13-321_V2.0 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Huawei AI Development Platform (ModelArts) | - Dataset management - ModelArts usage and workflow - Model training and deployment on ModelArts |
| Topic 2: Artificial Intelligence Fundamentals | - Machine learning basics - Introduction to AI concepts - Deep learning fundamentals |
| Topic 3: AI Model Development | - Hyperparameter tuning - Model training and evaluation |
| Topic 4: AI Application Deployment and Operations | - Inference service deployment - AI service monitoring and optimization |
| Topic 5: Data Processing and Analysis | - Data preprocessing techniques - Feature engineering |
Huawei HCIP-AI-EI Developer V2.0 Sample Questions:
When creating a training job, which of the following computing resources is not supported by ModeIArts?
- A. CPU
- B. Ascend
- C. GPU
- D. TPU
The chi-square test is derived from the chi-square distribution in statistics. Starting from the (class, term) correlation table, it considers the correlation between each class and each term, and measures the lack of independence between the two (features and categories). The smaller the chi-square, the smaller the independence and the greater the correlation.
- A. True
- B. False
Which of the following can be done using Tensorboard? (Multiple choice)
- A. Automatic parameter tuning (what the algorithm needs to do)
- B. Data Annotation (Tensorboard is not an annotation tool)
- C. Visualizing high-dimensional distributions
- D. Visualize the changes in loss and accuracy during deep learning training
Which of the following is correct about the Gaussian distribution curve?
- A. The smaller the standard deviation, the flatter the curve
- B. The Gaussian curve is bell-shaped, with high ends and low in the middle.
- C. The larger the standard deviation, the taller the curve.
- D. The Gaussian curve is bell-shaped, with low ends and high in the middle.
In the Genism package, when the word2vec parameter sg=1, it means that the CBOW algorithm is selected.
- A. True
- B. False
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Hilary 
Mildred 
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Lucien 
Vivien 
John 
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Aurora 
Quintina 
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Bruce 
Julia 
Mandel 
Mag 
Kirk 
Dennis 
Milo 
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