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| Section | Weight | Objectives |
|---|---|---|
| Image Processing Lab Guide | 12% | - ModelArts-based image development |
| Speech Processing Lab Guide | 12% | - Speech application development on ModelArts |
| Theoretical Knowledge and Applications of Natural Language Processing | 10% | - Common NLP tasks and applications - Text processing and representation - NLP core concepts |
| Overview of Huawei AI Development Strategy and Full-Stack, All-Scenario AI Portfolio | 2% | |
| ModelArts Platform Development Experiment | 10% | |
| Theoretical Knowledge and Applications of Speech Processing | 10% | - Speech recognition and synthesis - Speech processing basics - Acoustic and language models |
| Overview of ModelArts | 4% | - ModelArts platform architecture - Development and deployment workflow |
| Natural Language Processing Lab Guide | 10% | - NLP project practice on ModelArts |
| Theoretical Knowledge and Applications of Image Processing | 26% | - Image preprocessing and feature extraction - Computer vision overview - Convolutional neural networks - Image recognition, detection and segmentation |
| Neural Network Basics | 4% | - Deep learning fundamentals - Artificial neural network principles - Network training and optimization |
1. N-gram is defined as N keywords grouped together. How many triple phrases can be generated from a given sentence?
[Analytics Vidhya is a great source to learn data science].
A) 9
B) 6
C) 8
D) 7
2. Which of the following design specifications does Huawei Cloud API comply with?
A) PEP8
B) Programming
C) Restful
D) P8EP
3. Based on Ascend 310, Huawei has created four products for cloud and edge devices, using different forms to meet customers' performance requirements for inference, namely: Atlas 200 on the device side, Atlas 500 on the edge side, and Atlas 800 and 300 on the data center side.
A) True
B) False
4. Which of the following is the most important change in the CD-DNN-HMM model?
A) Introducing more hidden layers
B) Introducing contextual information
C) Introducing the fully connected layer
D) Introducing Dropout
5. After the ModelArts automatic learning object detection model is deployed, users can add pictures for testing. Which of the following options are output prediction results? (Multiple choice)
A) The true label of each detection box
B) Four-point coordinates of each detection box
C) Label predicted by each detection box
D) Confidence of each detection box
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: C | Question # 3 Answer: A | Question # 4 Answer: B | Question # 5 Answer: B,C,D |
Hale
Jonas
Marshall
Harvey
Ken
Meredith
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