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H13-311_V3.0 HCIA-AI V3.0 Questions and Answers

Questions 4

As the following, what are the Python language design philosophy? (Multiple Choice)

Options:

A.

Beautiful

B.

Expensive

C.

Explicit

D.

Simple

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Questions 5

Python is a fully object-oriented language. Which of the following options belong to the Python object? (Multiple Choice)

Options:

A.

Function

B.

Module

C.

Number

D.

Character string

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Questions 6

In the gradient descent algorithm, which of the following algorithms is the most confusing algorithm for the trajectory on the loss function surface?

Options:

A.

SGD

B.

BGD

C.

MGD

D.

MBGD

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Questions 7

Which of the following description about Python regular expression is not correct?

Options:

A.

Python has added there regular expression module since version 1.5.

B.

re regular expression module gives the Python language all the regular expression functionality.

C.

re regular expressions are powerful tools for working with strings.

D.

re regular expressions can only process string data not numeric data

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Questions 8

The matrix produced by the exchange of matrix A rows and columns is called the transpose of A . What are the correct properties of matrix transposition? (Multiple Choice)

Options:

A.

(A T ) T = A

B.

(A+ 8) T = AT +BT

C.

(!EA) T = !EAT

D.

(AB} T = A T +BT

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Questions 9

In the deep learning neural network, the perceptron is the simplest neural network. The correct statement about its structure is:

Options:

A.

There are only two hidden layers

B.

Only one hidden layer

C.

Its network uses Sigmoid Activation function

D.

Its network uses Relu Activation function

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Questions 10

What is wrong description or backpropagation?

Options:

A.

The learning process or the backpropagation algorithm consists of a forward propagation process and a back-propagation process.

B.

The backpropagation algorithm is a learning algorithm suitable for multi-layer neural networks, which is based on the gradient descent method

C.

The backpropagation phase sends training inputs to the network to obtain an stimuli response

D.

until the response of the network to the input reaches the predetermined target range.

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Questions 11

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?

Options:

A.

Park Agent

B.

Traffic Agent

C.

Network agent

D.

Industrial Agent

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Questions 12

Tensor Yes MindSpore The storage component of the data.

Options:

A.

TRUE

B.

FALSE

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Questions 13

HUAWEI HiAI Which tool does the platform support to integrate with?

Options:

A.

Jupyter Notebook

B.

MyEclipse

C.

Android Studio

D.

Spider

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Questions 14

The three stages of artificial intelligence include computational intelligence, () , Cognitive intelligence.

Options:

A.

Weak artificial intelligence

B.

Perceptual intelligence

C.

Behavioral intelligence

D.

Strong artificial intelligence

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Questions 15

Regarding backpropagation, the following statement is wrong?

Options:

A.

Backpropagation can only be used in feedforward neural networks

B.

Backpropagation can be combined with gradient descent algorithm to update network weights

C.

Backpropagation passes through the activation function

D.

Back propagation refers to the back propagation of errors through the network

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Questions 16

Which of the following does the convolutional neural network structure not include?

Options:

A.

Convolutional layer

B.

Pooling layer

C.

Loop layer

D.

Fully connected layer

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Questions 17

Which of the following is not part of the deep learning development framework?

Options:

A.

CNTK

B.

Keras

C.

SAFA

D.

MXNet

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Questions 18

During application development, which of the following operations is not a typical network definition?

Options:

A.

Network definition

B.

Network execution

C.

Knowledge distillation

D.

Weight initialization

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Questions 19

What is the most important difference between batch gradient descent, mini-batch gradient descent, and stochastic gradient descent?

Options:

A.

Gradient size

B.

Gradient direction

C.

Learning rate

D.

Number of samples used

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Questions 20

Jobs that are repetitive and require weak social skills are the easiest to be AI Replaced work.

Options:

A.

TRUE

B.

FALSE

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Questions 21

Which of the following is the computing model of TensorFlow?

Options:

A.

Calculation chart

B.

Tensor

C.

Conversation

D.

Variable

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Questions 22

What is not the optimization method in deep learning?

Options:

A.

Random gradient descent

B.

Back propagation algorithm

C.

Principal component analysis

D.

Momentum

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Questions 23

K Folding cross-validation refers to dividing the test data set into K Sub-data sets.

Options:

A.

TRUE

B.

FALSE

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Questions 24

Self-encoder is an unsupervised learning algorithm

Options:

A.

True

B.

False

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Questions 25

The naive Bayes algorithm does not require independent and identical distribution among sample features.

Options:

A.

TRUE

B.

FALSE

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Questions 26

The meaning of artificial intelligence was first proposed by a scientist in 1950, and at the same time a test model of machine intelligence was proposed Who is this scientist?

Options:

A.

Minsky

B.

Zade

C.

Turing

D.

Von Neumann

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Questions 27

HUAWEI CLOUD EI There are many types of agents according to different industries and application scenarios. Currently, Huawei Cloud EI The agent has?

Options:

A.

Industrial Agent

B.

Traffic Agent

C.

Park Agent

D.

Car intelligence

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Questions 28

Python authors deliberately design very restrictive grammars that make bad programming habits (such as the next line of if statement not indented to the right) cannot be compiled

Options:

A.

True

B.

False

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Questions 29

Image label service returned tag There can be more than one.

Options:

A.

TRUE

B.

FALSE

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Questions 30

Regarding the convolutional neural network pooling layer, the following description is correct?

Options:

A.

Pooling operation is realized by scanning window

B.

The pooling layer can play a role in dimensionality reduction

C.

Commonly used pooling methods include maximum pooling and average pooling

D.

The pooled feature image becomes smaller

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Questions 31

Which of the following steps in deep learning are automatically completed by the model?

Options:

A.

Model training

B.

Feature selection

C.

Analysis and positioning task

D.

Feature extraction

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Questions 32

In what year did Huawei officially provide services in the form of cloud services, and combined with more partners to provide richer artificial intelligence practices?

Options:

A.

2002

B.

2013

C.

2015

D.

2017

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Questions 33

Facing industry research and full scenarios AI The huge gap between applications, MindSpore Bridging the application gap to help inclusiveness AI Of technological innovation does not include which of the following?

Options:

A.

New ways of collaboration

B.

New programming language

C.

New programming paradigm

D.

New execution mode

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Questions 34

In which year was the first introduction of "artificial intelligence"?

Options:

A.

1946

B.

1960

C.

1916

D.

1956

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Questions 35

TensorFlow The data type used is?

Options:

A.

Scalar

B.

Vector

C.

Tensor

D.

Matrix

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Questions 36

Which method is not supported in TensorFlow to define variables?

Options:

A.

Random number

B.

Constant

C.

Calculated from the initial values of other variables

D.

null

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Questions 37

In random forest, what strategy is used to determine the outcome of the final ensemble model?

Options:

A.

Cumulative system

B.

Find the average

C.

Voting system

D.

Cumulative system

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Questions 38

Which of the following options is not a reason for traditional machine learning algorithms to promote the development of deep learning?

Options:

A.

Dimensional disaster

B.

local invariance and smooth regularization

C.

Manifold learning

D.

Feature Engineering

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Questions 39

What are the common clustering algorithms?

Options:

A.

Density clustering

B.

Hierarchical clustering

C.

Spectral clustering

D.

Kmeans

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Questions 40

Python script execution mode includes interactive mode and script mode

Options:

A.

True

B.

False

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Questions 41

twenty two.Among machine learning algorithms, which of the following is not unsupervised learning?

Options:

A.

GMM

B.

Xgboost

C.

Clustering

D.

Association rules

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Questions 42

Which of the following options is not a tensor attribute?

Options:

A.

name (Logo)

B.

shape (Dimensionality)

C.

type (Type)

D.

node (Node)

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Questions 43

On Huawei Cloud EI Which of the following can be AI Technology is integrated into the application scenarios of all walks of life AI The advantages of technology to improve efficiency and improve experience.

Options:

A.

EI Agent

B.

OBS Object storage service

C.

Cloud database

D.

EI Big data service

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Questions 44

The Python language can use the "#" at the beginning of a single line of code for code comments .

Options:

A.

True

B.

False

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Questions 45

Which of the following are the elements of artificial intelligence? (Multiple choice)

Options:

A.

Algorithm

B.

Computing power

C.

Data

D.

Scene

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Questions 46

HUAWEI CLOUD EI Enable more use of corporate boundaries AI And big data services to accelerate business development and benefit society. HUAWEI CLOUD EI The service can serve the enterprise in the following

aspects?

Options:

A.

Industry data

B.

Industry wisdom

C.

algorithm

D.

Computing power

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Questions 47

View Atlas300 (3000) Which command should be used if the accelerator card driver is installed successfully?

Options:

A.

npu-sim info

B.

npu info

C.

atlas-driver info

D.

atlas info

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Questions 48

Atlas 200 DK Yiteng 310 The main application of the chip is?

Options:

A.

Model reasoning

B.

Build model

C.

Training model

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Questions 49

Voice recognition refers to the recognition of audio data as text data.

Options:

A.

TRUE

B.

FALSE

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Questions 50

The timestamps in the Python language- are represented by how long (in seconds) elapsed from midnight (epoch) on January 1, 1970

Options:

A.

True

B.

False

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Questions 51

Which of the following about the description of expectations and variances is incorrect?

Options:

A.

Expectation reflects the average level of random variable values

B.

The variance reflects the degree of deviation between the random variable and its mathematical expectation

C.

Expectation and variance are both numerical characteristics of random variables

D.

The greater the expectation the smaller the variance

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Questions 52

Huawei firmly believes that the value of Al is ultimately reflected in solving the actual business problems of the enterprise. Therefore, Huawei is firmly committed to the development of Al

technology, focusing on domain solutions, focusing on basic technologies and enabling platforms, and working with industry practice leaders to develop industry solutions

Options:

A.

True

B.

False

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Questions 53

With a lot of sales data but no labels, companies want to identify VIP Customer, the following model Suitable?

Options:

A.

Logistic regression

B.

SVM

C.

K-Means

D.

Hierarchical clustering

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Questions 54

Which of the following about the description of the number of rows and columns for the determinant is correct?

Options:

A.

The number of rows 1s greater than the number of columns

B.

The number of rows 1s equal lo the number of columns

C.

The number of rows is less than the number of columns

D.

The number of rows has no relationship with the number of columns.

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Questions 55

Add to the loss function of linear regression L1 Regular term, this time the regression is called Lasso return.

Options:

A.

TRUE

B.

FALSE

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Exam Code: H13-311_V3.0
Exam Name: HCIA-AI V3.0
Last Update: May 2, 2024
Questions: 369
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