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

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

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

1. Huawei's artificial intelligence chip is (), and the architecture adopted is () architecture


2. The denoising effect of mean filtering is better than that of Gaussian filtering for the same size.

A) True
B) False


3. The current mainstream neural network model a simulation of the connection form of the human brain.

A) True
B) False


4. The V component of the HSV color space represents the brightness (value) of the color. What is the value range?

A) 1 to 100
B) 0 to 99
C) 0 to 1
D) 0 to 100


5. Which of the following are hidden units? (Multiple choice)

A) Rectified Linear Unit (another translation method of RELU)
B) logisticsigmoid and hyperbolic tangent function
C) maxout unit
D) Borel unit


Solutions:

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

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