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Huawei H13-321_V2.0 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Theoretical Knowledge and Applications of Speech Processing | 10% | - Acoustic and language models - Speech processing basics - Speech recognition and synthesis |
| Neural Network Basics | 4% | - Deep learning fundamentals - Artificial neural network principles - Network training and optimization |
| 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 - NLP core concepts - Text processing and representation |
| ModelArts Platform Development Experiment | 10% | |
| Speech Processing Lab Guide | 12% | - Speech application development on ModelArts |
| Overview of Huawei AI Development Strategy and Full-Stack, All-Scenario AI Portfolio | 2% | |
| Overview of ModelArts | 4% | - ModelArts platform architecture - Development and deployment workflow |
| Image Processing Lab Guide | 12% | - ModelArts-based image development |
| Natural Language Processing Lab Guide | 10% | - NLP project practice on ModelArts |
Huawei HCIP-AI-EI Developer V2.0 Sample Questions:
1. Which optimizer is used in the following code?
Adadelta = tf.keras.optimizers.Adadelta ()
Model.compile （loss=' binary_crossentropy ',
Optimizer = ' adam ',
Metrics = ['accuracy'])
A) Adadelta
B) Adam
C) SGD
D) Adaboost
2. Huawei Cloud EI provides a RESTful API. Which of the following options is a method for requesting the server to return a specified resource?
A) GET
B) Attach
C) POST
D) PUT
3. In the jieba library, which object can be used for bag-of-words model vectorization processing________ _________
4. When using a convolutional neural network, it is usually sufficient to directly input the original image without artificial preprocessing and feature extraction.
A) True
B) False
5. What are the commonly used ways to connect pixels? (Multiple choice)
A) 4 Connectivity
B) 16 connections
C) 8-connectivity
D) 12 Connectivity
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: A | Question # 3 Answer: Only visible for members | Question # 4 Answer: A | Question # 5 Answer: A,C |
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