• Exam Code: H13-321_V2.0-ENU
  • 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-ENU Exam Syllabus Topics:

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

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

1. The purpose of speech signal preprocessing () is to emphasize the high-frequency part of speech, remove the influence of lip radiation, and increase the high-frequency resolution of speech (please fill in Chinese)


2. What problems of mean filtering can Gaussian filtering overcome?

A) Slow calculation (the calculation principle is the same, so the calculation speed depends on the data size)
B) Fuzzification
C) Large amount of calculation (same as C)
D) Denoising (the main function of Gaussian filtering is noise reduction)


3. The v component of the HSV color space and the Y component of the YUV color space both represent the brightness of the image and can be separated as the result of grayscale conversion of the color image.

A) True
B) False


4. Only when any technology is positioned accurately can its value be fully realized. Proper positioning of artificial intelligence technology is the basis for our understanding and application of this technology. Just like the wheel and iron in BC, the railway and electricity in the 19th century, and the car, computer, and Internet in the 20th century, artificial intelligence is a set of technologies and a new general-purpose technology.

A) True
B) False


5. The higher the value on the diagonal of the confusion matrix, the better the classification effect of the classifier.

A) True
B) False


Solutions:

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

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