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Free Huawei H13-311 Practice Questions & Answers 2026 Part1 | 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
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 #2
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 #3
TensorFlow is Google's first generation of proprietary machine learning system.
A. True
B. False
View answer
Correct Answer: B
Question #4
The functions commonly used in mathematical operations in Python are basically in the math and cmath modules.
A. True
B. False
View answer
Correct Answer: A
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
The constituent elements of the Python identifier include: numbers, letters, and underscores.
A. rue
B. alse
View answer
Correct Answer: A
Question #8
Which is wrong with the Python module time introduction method?
A. mport time
B. rom time
C. mport time as t
D. rom time import *
View answer
Correct Answer: B
Question #9
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 #10
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 #11
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 #12
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 #13
PEP 8 stipulates how many spaces are needed to indent the first line of Python?
A. 1
B. 2
C. 4
D. 8
View answer
Correct Answer: C
Question #14
What are the advantages of Python?
A. simple
B. free
C. high-level language
D. rich library
View answer
Correct Answer: ABCD
Question #15
In which year did Huawei formally provide services as a cloud service, and cooperate with more partners to provide richer artificial intelligence practices?
A. 2002
B. 2013
C. 2015
D. 2017
View answer
Correct Answer: D
Question #16
What is the correct description about the Python program? (Multiple Choice)
A. the program is composed of modules
B. the module contains the statement
C. and the statement contains the expression
D. the expression builds and processes the object
View answer
Correct Answer: ABCD
Question #17
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 #18
What is not the difference between Python 2 and Python 3?
A. print
B. Unicode
C. import
D. xrange
View answer
Correct Answer: C
Question #19
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 #20
What are the core concepts in TensorFlow?
A. grid
B. calculation graph
C. dot product
D. tensor
View answer
Correct Answer: BD
Question #21
What are the advantages of Python?
A. simple
B. free
C. high-level language
D. rich library
View answer
Correct Answer: ABCD
Question #22
Which of the following options is not central to linear algebra?
A. atrix theory
B. ector space
C. inear transformation
D. robability theory
View answer
Correct Answer: D
Question #23
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 #24
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 #25
The following options do not belong to the scope of Huawei's full - stack solution are?
A. Application enable
B. Edge computing
C. Open source framework
D. Chip enable
View answer
Correct Answer: B
Question #26
Deep learning is different from machine learning, there is no unsupervised algorithm.
A. True
B. False
View answer
Correct Answer: B
Question #27
Self-encoder is an unsupervised learning algorithm.
A. rue
B. alse
View answer
Correct Answer: A
Question #28
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 #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
What is the correct description of the row number and column number of the determinant?
A. the number of rows is greater than the number of columns
B. the number of rows is equal to the number of columns
C. the number of rows is less than the number of columns
D. the number of rows is not related to the number of columns
View answer
Correct Answer: B
Question #31
According to the American Society of Automotive Engineers (SAE) The automatic driving is divided into Which level?
A. L1~L4
B. L1~L5
C. L0~L4
D. L0~L5
View answer
Correct Answer: D
Question #32
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 #33
Deep learning is different from machine learning and there are no unsupervised algorithms.
A. rue
B. alse
View answer
Correct Answer: B
Question #34
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 #35
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 #36
There are a lot of data generated during the training of the neural network. What mechanism does TensorFlow use to avoid excessive input data?
A. laceholder
B. eed
C. lient
D. etch
View answer
Correct Answer: A
Question #37
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 #38
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 #39
Under the large-scale relationship analysis scenario, which of the following options does not belong to the three high demands of massive relationship processing?
A. fficient sharing of massive data
B. fficient storage and access requirements for massive amounts of data
C. igh scalability and high availability requirements for relational analysis platforms
D. fficient relationship discovery data for massive data
View answer
Correct Answer: A
Question #40
In machine learning, which of the following inputs is required for model training and prediction?
A. eural network
B. istorical data
C. raining algorithm
D. anual program
View answer
Correct Answer: B

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