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Huawei H13-321_V2.5 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Huawei AI Ecosystem Tools | - MindSpore Framework Basics - Huawei Cloud AI Services - AI Development Toolchain |
| Topic 2: Model Development with Huawei ModelArts | - AutoML Capabilities - Training Models on ModelArts - ModelArts Platform Overview |
| Topic 3: Deep Learning | - CNN and RNN Architectures - Neural Network Fundamentals - Model Training and Optimization |
| Topic 4: AI Fundamentals | - AI Development Lifecycle - Introduction to Artificial Intelligence - Common AI Use Cases in Industry |
| Topic 5: Model Deployment and Operations | - Monitoring and Maintenance - Model Deployment Strategies - Inference Services |
| Topic 6: Data Processing | - Feature Engineering - Data Collection and Cleaning - Data Labeling and Preparation |
| Topic 7: AI Application Development (EI) | - Building AI Applications - AI Service Integration - Enterprise Intelligence (EI) Concepts |
| Topic 8: Machine Learning | - Unsupervised Learning
|
Huawei HCIP-AI-EI Developer V2.5 Sample Questions:
1. In an image preprocessing experiment, the cv2.imread("lena.png", 1) function provided by OpenCV is used to read images. The parameter "1" in this function represents a --------- -channel image. (Fill in the blank with a number.)
2. In the deep neural network (DNN)-hidden Markov model (HMM), the DNN is mainly used for feature processing, while the HMM is mainly used for sequence modeling.
A) TRUE
B) FALSE
3. The jieba ------() method can be used for word segmentation.
4. If a scanned document is not properly placed, and the text is tilted, it is difficult to recognize the characters in the document. Which of the following techniques can be used for correction in this case?
A) Perspective transformation
B) Grayscale transformation
C) Rotational transformation
D) Affine transformation
5. Transformer models outperform LSTM when analyzing and processing long-distance dependencies, making them more effective for sequence data processing.
A) TRUE
B) FALSE
Solutions:
| Question # 1 Answer: Only visible for members | Question # 2 Answer: A | Question # 3 Answer: Only visible for members | Question # 4 Answer: C,D | Question # 5 Answer: A |
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