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Free Huawei H13-311 Practice Questions & Answers 2026 Part2 | HCIA-AI

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Question #1
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 #2
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 #3
What are the advantages of Python?
A. simple
B. free
C. high-level language
D. rich library
View answer
Correct Answer: ABCD
Question #4
What are the application scenarios of TensorFlow?
A. voice recognition
B. face recognition
C. image style change
D. automatic driving
View answer
Correct Answer: ABCD
Question #5
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 #6
Which of the following are AI Subfield?
A. Machine learning
B. Computer vision
C. Speech Recognition
D. Natural language processing
View answer
Correct Answer: ABCD
Question #7
What is the most important difference between batch gradient descent, mini-batch gradient descent, and stochastic gradient descent?
A. earning rate
B. radient direction
C. radient size
D. umber of samples used
View answer
Correct Answer: D
Question #8
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 #9
What are the advantages of Python?
A. simple
B. free
C. high-level language
D. rich library
View answer
Correct Answer: ABCD
Question #10
Python is a completely object-oriented language.Which of the following options are Python objects?
A. function
B. module
C. number
D. string
View answer
Correct Answer: ABCD
Question #11
Huawei AI The whole scenario includes public cloud, private cloud, various edge computing, IoT industry terminals and consumer. The deployment environment of terminal, edge, and cloud for fee-based terminals.
A. ALSE
B. RUE
View answer
Correct Answer: B
Question #12
Which of the following aspects belong to Huawei's full stack AI solution?
A. Ascend
B. CANN
C. ModelArts
D. MindSpore
View answer
Correct Answer: ABCD
Question #13
Which of the following description of the validation set is wrong?
A. he subset used to pick hyperparameters is called a validation set
B. ypically 80% of the training data is used for training and 20% is used for verification
C. he verification set can coincide with the test set
D. he test set can coincide with the training set
View answer
Correct Answer: C
Question #14
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 #15
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 #16
Recurrent neural network is different from convolutional neural network, it is better at solving the following problems?
A. mage detection
B. mage classification
C. equence related issues
D. ecommended question
View answer
Correct Answer: C
Question #17
The three stages of artificial intelligence include computational intelligence, () , Cognitive intelligence.
A. Weak artificial intelligence
B. Perceptual intelligence
C. Behavioral intelligence
D. Strong artificial intelligence
View answer
Correct Answer: B
Question #18
Which of the following data types does TensorFlow not support?
A. ool
B. loat32
C. nt8
D. ouble64
View answer
Correct Answer: D
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
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 #21
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 #22
Among the machine learning algorithms, the following is not an integrated learning strategy?
A. tacking
B. arking
C. agging
D. oosting
View answer
Correct Answer: B
Question #23
What are the advantages of Python?
A. simple
B. free
C. high-level language
D. rich library
View answer
Correct Answer: ABCD
Question #24
The TensorFlow framework does not support Windows systems.
A. rue
B. alse
View answer
Correct Answer: B
Question #25
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 #26
An e-commerce company has always had problems with official website stalls, poor utilization of network resources, and difficulty in operation and maintenance. Then which of the following can the company use EI service?
A. ark Agent
B. etwork agent
C. raffic Agent
D. ndustrial Agent
View answer
Correct Answer: B
Question #27
After the data has completed the feature engineering operation, in the process of constructing the model, which of the following options is not a step in the decision tree construction process?
A. ecision tree generation
B. runing
C. ata cleaning
D. eature selection
View answer
Correct Answer: C
Question #28
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 #29
Artificial intelligence is a new technical science that studies and develops theories, methods, and application systems for simulating, extending, and expanding human intelligence. It is one of the core research areas of machine learning.
A. True
B. False
View answer
Correct Answer: A
Question #30
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 #31
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 #32
Which of the following options is TensorFlow's calculation model?
A. calculation graph
B. tensor
C. session
D. variable
View answer
Correct Answer: A
Question #33
Which of the following statements about datasets are true?
A. esting refers to a process that uses a trained model for prediction
B. dataset generally has multiple dimensions
C. n machine learning, a dataset is generally divided into a training set, validation set, and test set
D. hen it comes to the machine learning process, the validation set and the test set are essentially the same
View answer
Correct Answer: ABC
Question #34
Single-layer perceptrons and logistic regression are linear classifiers that can only process linearly separable data.
A. ALSE
B. RUE
View answer
Correct Answer: B
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
Linear algebra is a branch of algebra that deals with linear problems.The linear relationship is that the relationship between exponential objects is expressed in ( ) times form?
A.
B.
C.
D.
View answer
Correct Answer: C
Question #37
What is wrong description of backpropagation?
A. he backpropagation phase sends training inputs to the network to obtain an stimuli response
B. he backpropagation algorithm is mainly repeated by two loops (excitation propagation, weight update) until the response of the network to the input reaches the predetermined target range
C. he learning process of the backpropagation algorithm consists of a forward propagation process and a back-propagation process
D. he backpropagation algorithm is a learning algorithm suitable for multi-layer neural networks, which is based on the gradient descent method
View answer
Correct Answer: A
Question #38
Which of the following neural network structures will share weights? (Multiple Choice)
A. Convolutional Neural Network
B. recurrent neural network
C. fully connected neural network
D. all of the above
View answer
Correct Answer: AB
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
Which of the following statements is false about the debugging and application of a regressionmodel?
A. f the model does not meet expectations, you need to use data cleansing and feature engineering
B. fter model training is complete, you need to use the test dataset to evaluate your model so that its generalization capability meets expectations
C. f overfitting occurs, you can add a regularization term to the Lasso or ridge regression and adjust hyperparameters
D. f underfitting occurs, you can use a more complex regression model, for example, logistic regression
View answer
Correct Answer: D

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