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Huawei H13-321_V2.0-ENU Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Huawei AI Development Platform (ModelArts) | - ModelArts usage and workflow - Dataset management - Model training and deployment on ModelArts |
| Artificial Intelligence Fundamentals | - Deep learning fundamentals - Introduction to AI concepts - Machine learning basics |
| AI Model Development | - Model training and evaluation - Hyperparameter tuning |
| AI Application Deployment and Operations | - AI service monitoring and optimization - Inference service deployment |
| Data Processing and Analysis | - Data preprocessing techniques - Feature engineering |
Huawei HCIP-AI-EI Developer V2.0 Sample Questions:
Question 1
Among the functions provided by ModelArts, which of the following services does online service belong to?
A. Model Management
B. Data processing
C. Model training
D. Deployment
Question 2
Which of the following statements about tanh is correct? (Multiple choice)
A. Tanh is symmetric about point 0, and the mean of the output is closer to 0 than Sigmoid, so SGD will be closer to the natural gradient, thereby reducing the number of iterations required
B. Tanh value range is (0, 1)
C. Tanh function can be seen as a logistic function that amplifies the translation
D. Tanh also has the same disadvantage as the Sigmoid function, that is, the position derivative away from the center tends to 0
Question 3
Which of the following applications belong to supervised learning tasks in machine learning? (Multiple choice)
A. Expert System
B. Image label classification
C. Alpha
D. Handwritten Character Recognition
Question 4
What are the common feature selection methods for text classification? (Multiple choice)
A. Chi-Square Test
B. None of the above
C. Information Gain
D. Mutual Information
Question 5
What types of phonetics are there? (Multiple choice)
A. Articulation and Phonetics
B. Acoustic Phonetics
C. Phonology and phonetics
D. Auditory Phonetics
Solutions:
| Question 1 Answer: D | Question 2 Answer: A,C,D | Question 3 Answer: B,D | Question 4 Answer: A,C,D | Question 5 Answer: A,B,C,D |
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