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Free Huawei H13-311 Practice Questions & Answers 2026 Part4 | HCIA-AI

Are you preparing for the Huawei H13-311 certification exam? SPOTO offers the Huawei H13-311 Premium File; all questions are aligned with the latest exam content and come with expert-provided answers. Our question banks cover the latest question types, core concepts, and detailed explanations, helping you familiarize yourself with the exam format and difficulty level. Whether you are reviewing core concepts or simulating a real exam environment, these resources will rapidly boost your confidence and readiness.
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Question #1
What are the service categories included in Huawei Cloud EI Enterprise Intelligence?
A. EI visual cognition
B. EI online game
C. EI speech semantic
D. EI industry scenario
View answer
Correct Answer: ACD
Question #2
An algorithm of unsupervised learning classifies samples in a dataset into several categories.Samples belonging to the same category have high similarity.
A. RUE
B. ALSE
View answer
Correct Answer: A
Question #3
Which of the following options is not TensorFlow's build process?
A. construct a calculation graph
B. input a tensor
C. generate a session
D. and update the weights
View answer
Correct Answer: D
Question #4
What are the advantages of Python?
A. simple
B. free
C. high-level language
D. rich library
View answer
Correct Answer: ABCD
Question #5
Which of the following options is not TensorFlow's build process?
A. construct a calculation graph
B. input a tensor
C. generate a session
D. and update the weights
View answer
Correct Answer: D
Question #6
Which of the following options is not TensorFlow's build process?
A. construct a calculation graph
B. input a tensor
C. generate a session
D. and update the weights
View answer
Correct Answer: D
Question #7
As the cornerstone of Huawei's full-stack, all-scenario AI solution, it provides modules, boards, and servers powered by the Ascend AI processor to meet customer demand for computing power in all scenarios.
A. Atlas
B. CANN
C. MindSpore
D. ModelArts
View answer
Correct Answer: A
Question #8
When feature engineering is complete, which of the following is not a step in the decision treebuilding process?
A. ecision tree generation
B. runing
C. eature selection
D. ata cleansing
View answer
Correct Answer: D
Question #9
Which of the following are subfields of AI?
A. Backpropagation algorithm
B. Expert system
C. Smart finance
D. Computer vision
View answer
Correct Answer: BD
Question #10
What are the advantages of Python?
A. simple
B. free
C. high-level language
D. rich library
View answer
Correct Answer: ABCD
Question #11
The history of robots is not long. In 1959, the United States Engelberg and Dvor made the first generation of industrial robots in the world. The history of robots really began. According to the development process of robots, it is usually divided into three generations.What are they?
A. teaching reproducible robot
B. robot
C. with feeling, robot
D. who thinks, intelligent robot
View answer
Correct Answer: ABD
Question #12
What is not a deep learning algorithm?
A. self-encoder
B. convolutional neural network
C. recurrent neural network
D. support vector machine
View answer
Correct Answer: D
Question #13
Huawei's full-stack AI solution includes Ascend, MindSpore, and ModelArts. (Enter an acronym.)
A. AII
B. AIIS
C. CANN
D. None of the above
View answer
Correct Answer: C
Question #14
Regarding backpropagation, the following statement is wrong?
A. ack propagation refers to the back propagation of errors through the network
B. ackpropagation can only be used in feedforward neural networks
C. ackpropagation can be combined with gradient descent algorithm to update network weights
D. ackpropagation passes through the activation function
View answer
Correct Answer: B
Question #15
What are the advantages of Python?
A. simple
B. free
C. high-level language
D. rich library
View answer
Correct Answer: ABCD
Question #16
Huawei's full - stack AI solution includes Ascend, MindSpore, and ModelArts. (Enter an acronym.)
A. AII
B. AIIS
C. CANN
D. None of the above
View answer
Correct Answer: C
Question #17
As the cornerstone of Huawei's full - stack, all - scenario AI solution, it provides modules, boards, and servers powered by the Ascend AI processor to meet customer demand for computing power in all scenarios.
A. Atlas
B. CANN
C. MindSpore
D. ModelArts
View answer
Correct Answer: A
Question #18
The Python dictionary is identified by "{}", and the internal data consists of the key and its corresponding value.
A. rue
B. alse
View answer
Correct Answer: A
Question #19
The history of robots is not long. In 1959, the United States Engelberg and Dvor made the first generation of industrial robots in the world. The history of robots really began. According to the development process of robots, it is usually divided into three generations.What are they?
A. teaching reproducible robot
B. robot
C. with feeling, robot
D. who thinks, intelligent robot
View answer
Correct Answer: ABD
Question #20
Principal Component Analysis (PCA) is a statistical method. Through orthogonal transformation, a set of variables that may have correlation is converted into a set of linearly related variables. The converted set of variables is called the principal component.
A. True
B. False
View answer
Correct Answer: B
Question #21
Which of the following options is not the central content of linear algebra?
A. probability theory
B. linear transformation
C. matrix theory
D. vector space
View answer
Correct Answer: A
Question #22
What are the advantages of Python?
A. simple
B. free
C. high-level language
D. rich library
View answer
Correct Answer: ABCD
Question #23
Which of the following are subfields of AI?
A. Backpropagation algorithm
B. Expert system
C. Smart finance
D. Computer vision
View answer
Correct Answer: BD
Question #24
Deep learning algorithms can be divided into supervised learning and unsupervised learning.
A. True
B. False
View answer
Correct Answer: B
Question #25
The history of robots is not long. In 1959, the United States Engelberg and Dvor made the first generation of industrial robots in the world. The history of robots really began. According to the development process of robots, it is usually divided into three generations.What are they?
A. teaching reproducible robot
B. robot
C. with feeling, robot
D. who thinks, intelligent robot
View answer
Correct Answer: ABD
Question #26
The history of robots is not long. In 1959, the United States Engelberg and Dvor made the first generation of industrial robots in the world. The history of robots really began. According to the development process of robots, it is usually divided into three generations.What are they?
A. teaching reproducible robot
B. robot
C. with feeling, robot
D. who thinks, intelligent robot
View answer
Correct Answer: ABD
Question #27
The matrix generated by exchanging rows and columns of matrix A is called transpose of
A. What are the correct properties of matrix transpose?
B. ((AT) T) = A
C. (A+B) T = A T + B T
D. (AA) T - AA T
E. (AB) T = A T B T
View answer
Correct Answer: ABC
Question #28
What is not a deep learning development framework?
A. CNTK
B. Keras
C. BAFA
D. MXNet
View answer
Correct Answer: C
Question #29
As we understand more about machine learning, we will find that its scope is constantly changing over time.
A. TRUE
B. FALSE
View answer
Correct Answer: A
Question #30
Which of the following options is not a reason for traditional machine learning algorithms to promote the development of deep learning?
A. imensional disaster
B. ocal invariance and smooth regularization
C. anifold learning
D. eature Engineering
View answer
Correct Answer: D
Question #31
TensorFlow supports multi-TPU cluster computing. Correct 5.What is the description about the deep feedforward network?
A. deep feedforward network is a kind of neural network
B. The deep feedforward network has only one hidden layer
C. there are generally countless units on the hidden layer of the deep feedforward network
D. the deep feedforward network is used to deal with linear problems
View answer
Correct Answer: A
Question #32
Which of the following options is not TensorFlow's build process?
A. construct a calculation graph
B. input a tensor
C. generate a session
D. and update the weights
View answer
Correct Answer: D
Question #33
The concept of "artificial intelligence" was first proposed in the year of:
A. 1950
B. 1956
C. 1960
D. 1965
View answer
Correct Answer: B
Question #34
What are the advantages of Python?
A. simple
B. free
C. high-level language
D. rich library
View answer
Correct Answer: ABCD
Question #35
The concept of "artificial intelligence" was first proposed in the year of:
A. 1950
B. 1956
C. 1960
D. 1965
View answer
Correct Answer: B
Question #36
The number of rows and columns of the three matrices A, B, and C is 3 rows and 2 columns, 2 rows, 3 columns, 3 rows and 3 columns, which of the following operations is meaningful?
A. C
B. C
C. +B
D. B-BC
View answer
Correct Answer: A
Question #37
Principal Component Analysis (PCA) is a statistical method. Through orthogonal transformation, a set of variables that may have correlation is converted into a set of linearly related variables. The converted set of variables is called the principal component.
A. True
B. False
View answer
Correct Answer: B
Question #38
Principal Component Analysis (PCA) is a statistical method. Through orthogonal transformation, a set of variables that may have correlation is converted into a set of linearly related variables. The converted set of variables is called the principal component.
A. True
B. False
View answer
Correct Answer: B
Question #39
What is not a deep learning algorithm?
A. self-encoder
B. convolutional neural network
C. recurrent neural network
D. support vector machine
View answer
Correct Answer: D
Question #40
TensorFlow2.0 middle Keras The three main advantages of the interface are user-friendly, modular and Combination, easy to expand.
A. ALSE
B. RUE
View answer
Correct Answer: B
Question #41
In a hyperparameter-based search, the hyperparameters of a model are searched based on the dataon and the model's performance metrics.
A. RUE
B. ALSE
View answer
Correct Answer: A
Question #42
What are the advantages of Python?
A. simple
B. free
C. high-level language
D. rich library
View answer
Correct Answer: ABCD

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