Huawei HCIA-AI (H13-311) Certification Sample Questions

01. How does Huawei aim to support the development of AI applications?
(Choose two)
a) By focusing exclusively on Asian markets
b) Through partnerships with educational institutions
c) By limiting their AI technology to mobile devices
d) Offering cloud AI services to businesses

02. In AI, what is a key advantage of using knowledge graphs for data representation?
a) They can encode complex relationships and dependencies between entities.
b) They prioritize numerical data over relational data.
c) They eliminate the need for any form of data preprocessing.
d) They support only static data structures.

03. AI's role in predictive analytics is most evident in which industry?
a) Fashion design
b) Social media
c) Traditional carpentry
d) Analog photography

04. Why is deep learning particularly effective for tasks such as image and speech recognition?
a) It relies on linear assumptions
b) It operates well with small data sets
c) It can automatically learn hierarchical representations
d) It avoids the use of non-linear transformations

05. What distinguishes Huawei's Device AI platforms in the market?
(Select two.)
a) Emphasis on device-level AI processing to reduce cloud dependency
b) Exclusive focus on AI model training, disregarding inference
c) Support for a wide range of devices, including smartphones and IoT devices
d) Providing only cloud-based AI computations without on-device support

06. Which AI capability is essential for natural language processing?
a) Color recognition
b) Sound wave analysis
c) Understanding syntax and semantics
d) Temperature prediction

07. What are two key features of the MindSpore AI framework?
(Select two.)
a) Cross-platform compatibility
b) Real-time weather forecasting
c) Model training and inference efficiency
d) Automatic translation of programming languages

08. Which of the following are significants ethical concern associated with AI?
(choose two)
a) Increased human leisure time due to automation
b) AI's inability to perform tasks as well as humans
c) Potential for privacy invasion
d) The infallibility of AI systems

09. Which activation functions are commonly used in deep learning models?
(Select two.)
a) Linear
b) ReLU
c) Sigmoid
d) Tanh

10. Why is it important to choose the right AI development framework?
a) It ensures compatibility with all devices without testing.
b) It can significantly affect the efficiency and ease of the development process.
c) It makes AI development unnecessary.
d) All AI development frameworks are the same.