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Huawei H13-321_V2.0 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Speech Processing Lab Guide | 12% | - ASR and TTS service development - ModelArts speech application deployment - Huawei Cloud Speech Interaction Service |
| Topic 2: Speech Processing Theory and Applications | 10% | - Acoustic and language modeling - Text-to-Speech (TTS) technology - Speech signal characteristics and processing - Automatic Speech Recognition (ASR) |
| Topic 3: Image Processing Theory and Applications | 26% | - Image processing fundamentals - Image classification, object detection, segmentation - Convolutional Neural Networks (CNN) - OCR and visual application development |
| Topic 4: Overview of ModelArts | 4% | - ModelArts platform positioning and architecture - Development environment and tool usage - Data processing, training, deployment capabilities |
| Topic 5: Natural Language Processing Theory and Applications | 10% | - RNN, LSTM, GRU, Transformer architecture - Word representation and embedding - BERT, GPT and pre-trained models - Text classification, NER, machine translation |
| Topic 6: Image Processing Lab Guide | 12% | - Ascend-based deployment - ModelArts-based image classification - Object detection and segmentation practice |
| Topic 7: Neural Network Basics | 4% | - Basic concepts of neural networks - Activation functions and regularization - Gradient descent and backpropagation - Multilayer Perceptron (MLP) |
| 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: Natural Language Processing Lab Guide | 10% | - ModelArts NLP model training and tuning - Application integration and deployment - Text classification and NER implementation |
Huawei HCIP-AI-EI Developer V2.0 Sample Questions:
What color does the RGB value (255, 0, 0) represent?
- A. Pure black
- B. Pure blue
- C. Pure red
- D. Pure green
Correct Answer: C 🗳️
Which of the following factors can be used to describe the hidden Markov model? (Multiple choice)
- A. Observation sequence
- B. State Collection
- C. Observation Set
- D. State sequence
Correct Answer: A,B,C,D 🗳️
What will change in the image if the H component of the HSV color space is modified?
- A. Saturation (S)
- B. Brightness (V)
- C. Contrast
- D. Hue (warmth or coldness of the image)
Correct Answer: D 🗳️
Natural language is a symbolic system with speech as its material shell, consisting of vocabulary and grammar. It is a natural language like Java, C++ and other languages..
- A. True
- B. False
Correct Answer: B 🗳️
Which neural network is used in the face recognition case?
- A. Inception
- B. VGG
- C. Resnet
- D. LSTM
Correct Answer: C 🗳️
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