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Huawei H13-321_V2.0 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Speech Processing Lab Guide | 12% | - Huawei Cloud Speech Interaction Service - ModelArts speech application deployment - ASR and TTS service development |
| Natural Language Processing Lab Guide | 10% | - Application integration and deployment - Text classification and NER implementation - ModelArts NLP model training and tuning |
| Image Processing Theory and Applications | 26% | - Image classification, object detection, segmentation - Convolutional Neural Networks (CNN) - OCR and visual application development - Image processing fundamentals |
| Natural Language Processing Theory and Applications | 10% | - Word representation and embedding - BERT, GPT and pre-trained models - RNN, LSTM, GRU, Transformer architecture - Text classification, NER, machine translation |
| Huawei AI Strategy and Full-Stack, All-Scenario AI Portfolio | 2% | - Full-stack and all-scenario AI technology layout - Huawei AI development strategy |
| Overview of ModelArts | 4% | - ModelArts platform positioning and architecture - Development environment and tool usage - Data processing, training, deployment capabilities |
| Speech Processing Theory and Applications | 10% | - Automatic Speech Recognition (ASR) - Acoustic and language modeling - Speech signal characteristics and processing - Text-to-Speech (TTS) technology |
| Image Processing Lab Guide | 12% | - Ascend-based deployment - ModelArts-based image classification - Object detection and segmentation practice |
| Neural Network Basics | 4% | - Multilayer Perceptron (MLP) - Gradient descent and backpropagation - Basic concepts of neural networks - Activation functions and regularization |
Huawei HCIP-AI-EI Developer V2.0 Sample Questions:
Question 1
In the image preprocessing histogram experiment, the cv2. equalizeHist (im) function represents the call to the OpenCV histogram equalization API.
A. True
B. False
Question 2
What layer is the Softmax function mainly used for?
A. Hidden Layer
B. Output layer
C. Input layer
Question 3
What are the organs of pronunciation? (Multiple choice)
A. Below the throat
B. Above the throat
C. Throat
D. Larynx
Question 4
At the bottom of Huawei's artificial intelligence product stack is (), which can be applied to various scenarios and can be compared to Nvidia 's GPU
Question 5
Which of the following applications belong to supervised learning tasks in machine learning? (Multiple choice)
A. Alpha
B. Expert System
C. Handwritten Character Recognition
D. Image label classification
Solutions:
| Question 1 Answer: A | Question 2 Answer: B | Question 3 Answer: A,B,D | Question 4 Answer: Only visible for members | Question 5 Answer: C,D |
Judy 
Blanche 
Evangeline 
Gladys 
Megan 
Geoffrey 
Victoria 
Dale 
Maureen 
Atwood 
Harlan 
Arlene 
Nora 
Roxanne 
Morgan 
