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| Section | Weight | Objectives |
|---|---|---|
| AI Fundamentals and Neural Networks | 4% | - Neural Network Basics |
| Speech Processing | 22% | - Speech Processing Lab Guide - Speech Processing Theory and Applications |
| Huawei AI Ecosystem and ModelArts | 16% | - Huawei AI Strategy and Ecosystem Overview - ModelArts Lab Guide - ModelArts Platform Overview |
| Computer Vision (Image Processing) | 26% | - Image Processing Theory and Applications
|
| Natural Language Processing (NLP) | 20% | - NLP Lab Guide - NLP Theory and Applications |
1. Which step does not belong to speech recognition preprocessing?
A) Noise Reduction
B) Standardization
C) Silent Cutoff
D) Deduplication
2. The gradient descent algorithm is used to update parameters and find the minimum point of the loss function. Its convergence point depends only on the cost function.
A) False
B) True
3. The learning rate is the coefficient that adjusts the weight value according to the error gradient.
A) False
B) True
4. One of the technical directions of artificial intelligence is voice technology. What are the cutting-edge voice technologies? (Multiple choice)
A) Neural Networks
B) Adaptive Technology
C) Language Model
D) Quantum computing
5. Which of the following belongs to the LDA training process? (Multiple choice)
A) Generate statements
B) Generate topics
C) Initialization
D) Gibbs sampling
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: A | Question # 3 Answer: B | Question # 4 Answer: A,B,C | Question # 5 Answer: C,D |
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