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Huawei H13-321_V2.0 exam : HCIP-AI-EI Developer V2.0

H13-321_V2.0 Exam Simulator
  • Exam Code: H13-321_V2.0
  • Exam Name: HCIP-AI-EI Developer V2.0
  • Updated: Jul 19, 2026
  • Q & A: 574 Questions and Answers
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Huawei H13-321_V2.0 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Neural Network Basics4%- Multilayer Perceptron (MLP)
- Activation functions and regularization
- Basic concepts of neural networks
- Gradient descent and backpropagation
Topic 2: Natural Language Processing Theory and Applications10%- Text classification, NER, machine translation
- Word representation and embedding
- BERT, GPT and pre-trained models
- RNN, LSTM, GRU, Transformer architecture
Topic 3: Image Processing Theory and Applications26%- OCR and visual application development
- Convolutional Neural Networks (CNN)
- Image classification, object detection, segmentation
- Image processing fundamentals
Topic 4: Natural Language Processing Lab Guide10%- Application integration and deployment
- Text classification and NER implementation
- ModelArts NLP model training and tuning
Topic 5: Speech Processing Lab Guide12%- ModelArts speech application deployment
- ASR and TTS service development
- Huawei Cloud Speech Interaction Service
Topic 6: Huawei AI Strategy and Full-Stack, All-Scenario AI Portfolio2%- Huawei AI development strategy
- Full-stack and all-scenario AI technology layout
Topic 7: Overview of ModelArts4%- Development environment and tool usage
- Data processing, training, deployment capabilities
- ModelArts platform positioning and architecture
Topic 8: Image Processing Lab Guide12%- ModelArts-based image classification
- Object detection and segmentation practice
- Ascend-based deployment
Topic 9: Speech Processing Theory and Applications10%- Acoustic and language modeling
- Text-to-Speech (TTS) technology
- Speech signal characteristics and processing
- Automatic Speech Recognition (ASR)

Huawei HCIP-AI-EI Developer V2.0 Sample Questions:

1. Which of the following layers does a convolutional neural network usually contain? (Multiple choice)

A) Output layer
B) Fully connected layer
C) Convolutional Layer
D) Input layer


2. From which channels can image classification data for automatic learning be obtained? (Multiple choice)

A) Load from other cloud service providers' storage services
B) Import from ModelArts Marketplace
C) Upload from OBS
D) Upload from the web page


3. MindSpore supports automatic differentiation, automatic parallelism, and automatic ().


4. What are the characteristics of ModelArts preset models compared with custom model development? (Multiple choice)

A) Able to converge faster
B) Need to label data
C) No need to develop your own code
D) A large amount of data is required


5. Which step does not belong to speech recognition preprocessing?

A) Noise Reduction
B) Deduplication
C) Standardization
D) Silent Cutoff


Solutions:

Question # 1
Answer: A,B,C,D
Question # 2
Answer: A,B,C
Question # 3
Answer: Only visible for members
Question # 4
Answer: B,C
Question # 5
Answer: B

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