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| Section | Objectives |
|---|---|
| Topic 1: AI Application Deployment and Operations | - Inference service deployment - AI service monitoring and optimization |
| Topic 2: Artificial Intelligence Fundamentals | - Deep learning fundamentals - Machine learning basics - Introduction to AI concepts |
| Topic 3: Huawei AI Development Platform (ModelArts) | - Dataset management - Model training and deployment on ModelArts - ModelArts usage and workflow |
| Topic 4: Data Processing and Analysis | - Feature engineering - Data preprocessing techniques |
| Topic 5: AI Model Development | - Hyperparameter tuning - Model training and evaluation |
Question 1
Modelarts' image labeling processing is charged based on time.
A. False
B. True
Question 2
Deep learning model training requires a large amount of data. In actual operation, data enhancement technology can be used to randomly add normal samples to the training image data set to expand the sample size of the data set.
A. False
B. True
Question 3
Which statistical analysis icon is used to analyze the bottleneck of user conversion?
A. Daily Active Users
B. Collapse Trend
C. Channel Analysis
D. Path Funnel Model
Question 4
Which of the following options belongs to the preparation task before the third step of training the neural network (calculating the loss value between the predicted value and the target value through the loss function)? (Multiple choice)
A. Update parameters by minimizing the loss value through gradient descent and back propagation algorithm
B. Define the network structure and initialize network parameters
C. Model converges and training ends
D. Input data features and get predicted values through forward propagation
Question 5
Huawei Cloud EI provides a Restful API. Which of the following options is a method for requesting the server to add new resources or perform special operations?
A. GET
B. PUT
C. POST
D. Attach
Solutions:
| Question 1 Answer: A | Question 2 Answer: A | Question 3 Answer: D | Question 4 Answer: B,D | Question 5 Answer: C |
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