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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Theoretical Knowledge and Applications of Speech Processing | 10% | - Speech recognition and synthesis - Speech processing basics - Acoustic and language models |
| Topic 2: Overview of ModelArts | 4% | - Development and deployment workflow - ModelArts platform architecture |
| Topic 3: Natural Language Processing Lab Guide | 10% | - NLP project practice on ModelArts |
| Topic 4: Speech Processing Lab Guide | 12% | - Speech application development on ModelArts |
| Topic 5: Neural Network Basics | 4% | - Deep learning fundamentals - Artificial neural network principles - Network training and optimization |
| Topic 6: Theoretical Knowledge and Applications of Image Processing | 26% | - Convolutional neural networks - Computer vision overview - Image recognition, detection and segmentation - Image preprocessing and feature extraction |
| Topic 7: Image Processing Lab Guide | 12% | - ModelArts-based image development |
| Topic 8: ModelArts Platform Development Experiment | 10% | |
| Topic 9: Overview of Huawei AI Development Strategy and Full-Stack, All-Scenario AI Portfolio | 2% | |
| Topic 10: Theoretical Knowledge and Applications of Natural Language Processing | 10% | - Common NLP tasks and applications - Text processing and representation - NLP core concepts |
Question 1
In an 8-bit RGB color image, what color does (255, 255, 255) represent?
A. Black
B. Blue
C. White
D. Red
Question 2
Which of the following options is the type of classification task label?
A. Discrete
B. Automorphic
C. Continuous
D. Strain type
Question 3
Language models can be used to solve problems such as predicting the next word based on context.
A. True
B. False
Question 4
What color does the RGB value (255, 0, 0) represent?
A. Pure black
B. Pure blue
C. Pure green
D. Pure red
Question 5
Which statistical analysis icon is used to analyze the bottleneck of user conversion?
A. Channel Analysis
B. Path Funnel Model
C. Daily Active Users
D. Collapse Trend
Solutions:
| Question 1 Answer: C | Question 2 Answer: A | Question 3 Answer: A | Question 4 Answer: D | Question 5 Answer: B |
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