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| Section | Objectives |
|---|---|
| Topic 1: Data Processing and Analysis | - Data preprocessing techniques - Feature engineering |
| Topic 2: AI Model Development | - Hyperparameter tuning - Model training and evaluation |
| Topic 3: Huawei AI Development Platform (ModelArts) | - Model training and deployment on ModelArts - ModelArts usage and workflow - Dataset management |
| Topic 4: AI Application Deployment and Operations | - AI service monitoring and optimization - Inference service deployment |
| Topic 5: Artificial Intelligence Fundamentals | - Machine learning basics - Introduction to AI concepts - Deep learning fundamentals |
1. What are the following advantages of LBP feature descriptor? (Multiple choice)
A) Rotational invariance
B) Good at extracting color features
C) Good texture feature extraction
D) Grayscale invariance
2. Modelarts images cannot be labeled in batches.
A) False
B) True
3. In the bag-of-words model, "cats love to eat mice" and "mice love to eat cats" are encoded the same.
A) False
B) True
4. Transfer learning is a machine learning method in which a pre-trained model is reused in another task.
A) False
B) True
5. AI approaches or even surpasses human capabilities in areas such as image recognition, speech recognition, game decision-making, and reading comprehension.
A) False
B) True
Solutions:
| Question # 1 Answer: A,C,D | Question # 2 Answer: A | Question # 3 Answer: B | Question # 4 Answer: B | Question # 5 Answer: B |
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