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Huawei H13-321_V2.0-ENU Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Image Processing Theory and Applications | 26% | - Image classification, object detection, segmentation - Image processing fundamentals - Convolutional Neural Networks (CNN) - OCR and visual application development |
| Topic 2: Speech Processing Theory and Applications | 10% | - Acoustic and language modeling - Automatic Speech Recognition (ASR) - Text-to-Speech (TTS) technology - Speech signal characteristics and processing |
| Topic 3: Image Processing Lab Guide | 12% | - ModelArts-based image classification - Ascend-based deployment - Object detection and segmentation practice |
| Topic 4: Natural Language Processing Lab Guide | 10% | - Application integration and deployment - ModelArts NLP model training and tuning - Text classification and NER implementation |
| Topic 5: Neural Network Basics | 4% | - Activation functions and regularization - Multilayer Perceptron (MLP) - Gradient descent and backpropagation - Basic concepts of neural networks |
| Topic 6: Overview of ModelArts | 4% | - Data processing, training, deployment capabilities - Development environment and tool usage - ModelArts platform positioning and architecture |
| Topic 7: Natural Language Processing Theory and Applications | 10% | - Text classification, NER, machine translation - BERT, GPT and pre-trained models - Word representation and embedding - RNN, LSTM, GRU, Transformer architecture |
| Topic 8: Huawei AI Strategy and Full-Stack, All-Scenario AI Portfolio | 2% | - Huawei AI development strategy - Full-stack and all-scenario AI technology layout |
| Topic 9: Speech Processing Lab Guide | 12% | - ModelArts speech application deployment - ASR and TTS service development - Huawei Cloud Speech Interaction Service |
Huawei HCIP-AI-EI Developer V2.0 Sample Questions:
A car company's products, factory A accounts for 60%, factory B accounts for 40%, the defective rate of A is 1%, the defective rate of B is 3%. Now a car is selected and it is defective. What is the probability that it was produced by factory A?
- A. 1/3
- B. 1/6
- C. 1/2
- D. 2/3
Correct Answer: A 🗳️
When taking a selfie, what transformation does the image displayed by the front camera of the mobile phone need to undergo to become a real scene image?
- A. Translation
- B. Horizontal mirror
- C. Vertical Mirror
- D. Rotation
Correct Answer: B 🗳️
Which of the following is not a component of the DNN structure?
- A. Dropout
- B. Weight
- C. Hidden Layer
- D. Activation Function
Correct Answer: A 🗳️
What are the time domain parameters of speech signals? (Multiple choice)
- A. Short-term zero-crossing rate
- B. Short-time average amplitude difference function
- C. Short-term energy
- D. Short-term autocorrelation coefficient
Correct Answer: A,B,C,D 🗳️
Which of the following information is required to access Huawei Cloud EI services using token authentication? (Multiple choice)
- A. Password
- B. Sub-account name
- C. Project ID
- D. Region
- E. Primary Account Name
Correct Answer: A,B,C,D,E 🗳️
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