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Huawei H13-321_V2.0-ENU Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Image Processing Theory and Applications26%- Image classification, object detection, segmentation
- Image processing fundamentals
- Convolutional Neural Networks (CNN)
- OCR and visual application development
Topic 2: Speech Processing Theory and Applications10%- Acoustic and language modeling
- Automatic Speech Recognition (ASR)
- Text-to-Speech (TTS) technology
- Speech signal characteristics and processing
Topic 3: Image Processing Lab Guide12%- ModelArts-based image classification
- Ascend-based deployment
- Object detection and segmentation practice
Topic 4: Natural Language Processing Lab Guide10%- Application integration and deployment
- ModelArts NLP model training and tuning
- Text classification and NER implementation
Topic 5: Neural Network Basics4%- Activation functions and regularization
- Multilayer Perceptron (MLP)
- Gradient descent and backpropagation
- Basic concepts of neural networks
Topic 6: Overview of ModelArts4%- Data processing, training, deployment capabilities
- Development environment and tool usage
- ModelArts platform positioning and architecture
Topic 7: Natural Language Processing Theory and Applications10%- 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 Portfolio2%- Huawei AI development strategy
- Full-stack and all-scenario AI technology layout
Topic 9: Speech Processing Lab Guide12%- 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
Reveal Solution  Discussion  0

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
Reveal Solution  Discussion  0

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
Reveal Solution  Discussion  0

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
Reveal Solution  Discussion  0

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
Reveal Solution  Discussion  0

Correct Answer: A,B,C,D,E  🗳️

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