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Huawei H13-321_V2.0-ENU Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Speech Processing Lab Guide | 12% | - Speech application development on ModelArts |
| Neural Network Basics | 4% | - Deep learning fundamentals - Network training and optimization - Artificial neural network principles |
| Overview of ModelArts | 4% | - Development and deployment workflow - ModelArts platform architecture |
| Theoretical Knowledge and Applications of Image Processing | 26% | - Convolutional neural networks - Computer vision overview - Image preprocessing and feature extraction - Image recognition, detection and segmentation |
| Natural Language Processing Lab Guide | 10% | - NLP project practice on ModelArts |
| Theoretical Knowledge and Applications of Natural Language Processing | 10% | - NLP core concepts - Common NLP tasks and applications - Text processing and representation |
| Theoretical Knowledge and Applications of Speech Processing | 10% | - Speech recognition and synthesis - Speech processing basics - Acoustic and language models |
| ModelArts Platform Development Experiment | 10% | |
| Image Processing Lab Guide | 12% | - ModelArts-based image development |
| Overview of Huawei AI Development Strategy and Full-Stack, All-Scenario AI Portfolio | 2% |
Huawei HCIP-AI-EI Developer V2.0 Sample Questions:
Question 1
Which of the following processing flows belong to image preprocessing? (Multiple choice)
A. Histogram Normalization
B. Object Detection
C. Geometric Correction
D. Motion Tracking
Question 2
The XOR problem refers to the prediction of an output obtained through an XOR logic gate for two given binary inputs. When the inputs are not equal, the output is 1, otherwise the output is 0. ()
A. False
B. True
Question 3
When using ModelArts automatic learning to build a predictive analysis project, if the label column is numerical continuous data, which of the following is the label column data type and the model type to be trained?
A. Continuous Values and Regression Models
B. Continuous Numerical and Categorical Models
C. Discrete Values and Regression Models
D. Discrete Values and Categorical Models
Question 4
The principle of ModelArts intelligent labeling is to use active learning algorithms to automatically label data, supplemented by manual correction, thereby greatly improving labeling efficiency.
A. False
B. True
Question 5
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. Rotation
C. Vertical Mirror
D. Horizontal mirror
Solutions:
| Question 1 Answer: A,C | Question 2 Answer: B | Question 3 Answer: A | Question 4 Answer: B | Question 5 Answer: D |
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