Exam Name: HCIP-AI-EI Developer V2.0
Certification Provider: Huawei
Corresponding Certification: HCIP AI EI
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Huawei H13-321_V2.0 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Theoretical Knowledge and Applications of Speech Processing | 10% | - Speech processing basics - Speech recognition and synthesis - Acoustic and language models |
| Neural Network Basics | 4% | - Network training and optimization - Deep learning fundamentals - Artificial neural network principles |
| Image Processing Lab Guide | 12% | - ModelArts-based image development |
| Theoretical Knowledge and Applications of Image Processing | 26% | - Computer vision overview - Convolutional neural networks - Image preprocessing and feature extraction - Image recognition, detection and segmentation |
| Overview of ModelArts | 4% | - ModelArts platform architecture - Development and deployment workflow |
| Speech Processing Lab Guide | 12% | - Speech application development on ModelArts |
| Natural Language Processing Lab Guide | 10% | - NLP project practice on ModelArts |
| Overview of Huawei AI Development Strategy and Full-Stack, All-Scenario AI Portfolio | 2% | |
| ModelArts Platform Development Experiment | 10% | |
| Theoretical Knowledge and Applications of Natural Language Processing | 10% | - Text processing and representation - Common NLP tasks and applications - NLP core concepts |
Huawei HCIP-AI-EI Developer V2.0 Sample Questions:
Question 1
Which of the following are the request methods of REST API? (Multiple choice)
A. GET
B. DELET
C. PATCH
D. PUT
E. POST
Question 2
A function of tensorflow2.0 needs to display the results and information of intermediate training when outputting. Please write which parameter ________ in the function should be set to True.
Question 3
Various indicators of bilinear interpolation are better than those of nearest neighbor interpolation. In practical applications, nearest neighbor interpolation has been eliminated by bilinear interpolation.
A. False
B. True
Question 4
Regarding CBOW and Skip-Gram algorithms, which of the following statements is incorrect?
A. Skip-Gram calculates the probabilities of several words before and after a certain word.
B. Both CBOW and Skip-Gram can be used to train word embeddings, but Skip-Gram is faster than CBOW.
C. Both the CBOW model and the skip-gram model are based on the Huffman tree.
D. CBOW calculates the probability of a word appearing based on the n words preceding it or the n consecutive words before and after it.
Question 5
Modelarts images cannot be labeled in batches.
A. False
B. True
Solutions:
| Question 1 Answer: A,B,C,D,E | Question 2 Answer: Only visible for members | Question 3 Answer: A | Question 4 Answer: B | Question 5 Answer: A |
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