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Huawei H13-321_V2.0 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Huawei AI Development Platform (ModelArts) | - ModelArts usage and workflow - Model training and deployment on ModelArts - Dataset management |
| Topic 2: Artificial Intelligence Fundamentals | - Introduction to AI concepts - Deep learning fundamentals - Machine learning basics |
| Topic 3: Data Processing and Analysis | - Feature engineering - Data preprocessing techniques |
| Topic 4: AI Application Deployment and Operations | - AI service monitoring and optimization - Inference service deployment |
| Topic 5: AI Model Development | - Model training and evaluation - Hyperparameter tuning |
Huawei HCIP-AI-EI Developer V2.0 Sample Questions:
1. Use the RNN+CTC model for speech recognition. When generating the predicted output, the network predicts the corresponding letter sequence for the input audio feature sequence. The () algorithm can be used to search for the optimal path.
2. What are the algorithms for regular word segmentation? (Multiple choice)
A) Polynomial Maximum Matching Method
B) Bidirectional Maximum Matching Method
C) Reverse Maximum Matching Method
D) Forward maximum matching
3. When using the image labeling API provided by Huawei Cloud, which of the following methods are supported for importing images? (Multiple choice)
A) Base64 encoding
B) Read directly from OBS
C) Huawei Cloud Disk
D) Url
4. In the data processing stage, ModelArts provides an online annotation platform. ModelArts supports multiple types of data annotation, such as images, text, and voice.
A) True
B) False
5. Take a photo indoors on a cloudy day with poor lighting. Calculate the brightness histogram of the photo. What shape might it be?
A) The right side is relatively flat, and the left side has a peak. (The image is relatively low in brightness)
B) The left side is relatively flat, and the right side has a peak. (The image is brighter)
C) The waveform is uniform and has no peaks
D) There is a peak on each side
Solutions:
| Question # 1 Answer: Only visible for members | Question # 2 Answer: B,C,D | Question # 3 Answer: A,B,D | Question # 4 Answer: A | Question # 5 Answer: A |
