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| Section | Weight | Objectives |
|---|---|---|
| Natural Language Processing Lab Guide | 10% | - NLP project practice on ModelArts |
| Overview of ModelArts | 4% | - Development and deployment workflow - ModelArts platform architecture |
| Speech Processing Lab Guide | 12% | - Speech application development on ModelArts |
| Image Processing Lab Guide | 12% | - ModelArts-based image development |
| Overview of Huawei AI Development Strategy and Full-Stack, All-Scenario AI Portfolio | 2% | |
| Neural Network Basics | 4% | - Artificial neural network principles - Network training and optimization - Deep learning fundamentals |
| Theoretical Knowledge and Applications of Speech Processing | 10% | - Speech processing basics - Speech recognition and synthesis - Acoustic and language models |
| Theoretical Knowledge and Applications of Image Processing | 26% | - Computer vision overview - Image recognition, detection and segmentation - Convolutional neural networks - Image preprocessing and feature extraction |
| Theoretical Knowledge and Applications of Natural Language Processing | 10% | - Common NLP tasks and applications - Text processing and representation - NLP core concepts |
| ModelArts Platform Development Experiment | 10% |
1. Convolutional layers are indispensable in the hierarchical architecture of convolutional neural networks.
A) False
B) True
2. Which of the following descriptions of the request URL are correct? (Multiple choice)
A) The general format of a URL is
B) The general format of a URL is
C) The general format of a URL is
D) The general format of a URL is
3. What types of annotation tasks can be performed in data annotation in ModelArts data management? (Multiple choice)
A) Image Classification
B) Object Detection
C) Gene sequencing
D) Predictive Analytics
4. When calling the face comparison service, the person's gender is also one of the return values.
A) False
B) True
5. In the jieba library, which object can be used for bag-of-words model vectorization processing________ _________
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: A,B,C | Question # 3 Answer: A,B,D | Question # 4 Answer: A | Question # 5 Answer: Only visible for members |
Hogan
Kirk
Monroe
Quincy
Theobald
Yehudi
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