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Huawei H13-311_V3.0 HCIA-AI V3.0 Exam Practice Test

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Total 369 questions

HCIA-AI V3.0 Questions and Answers

Question 1

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

Question 2

Which is not a Python operator?

Options:

A.

arithmetic operator

B.

Reasoning operator

C.

Logical operator

D.

Comparison operator

Question 3

Ascend among the following options 310 And Shengteng 910 The attributes are the same?

Options:

A.

Maximum power

B.

Architecture

C.

Integer precision

D.

7nm Process

Question 4

What are the commonly used loss functions? (Multiple choice)

Options:

A.

Mean variance

B.

Sigmoid cross entropy

C.

Soft max cross enl10py

D.

Sparse cross entropy

E.

Weighted S1gmo1d Cross Entropy

Question 5

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

Options:

A.

TRUE

B.

FALSE

Question 6

The Python list can be identified by ‘[]”, and the default index of the first element from left to right is 1.

Options:

A.

True

B.

False

Question 7

enter 32*32 Image with size 5*5 The step size of the convolution kernel is 1 Convolution calculation, output image Size is:

Options:

A.

28*23

B.

28*28

C.

29*29

D.

23*23

Question 8

In machine learning, what input the model needs to train itself and predict the unknown?

Options:

A.

Manual procedure

B.

Neural Networks

C.

Training algorithm

D.

historical data

Question 9

Computer vision is the study of how to make computers "see".

Options:

A.

TRUE

B.

FALSE

Question 10

Gyclic neural networks are more suitable for dealing with image recognition problems.

Options:

A.

True

B.

False

Question 11

What are the advantages of Python? (Multiple choice)

Options:

A.

Simple

B.

Free

C.

High-level language

D.

Rich library

Question 12

Which of the following functions can numerically stabilize overflow and underflow?

Options:

A.

Softminus function

B.

Softplus function

C.

Soft max function

D.

Softmin func!Jon

Question 13

Which of the following description 1s wrong about the image recognition cloud service?

Options:

A.

The service identifies specific objects such as skyscrapers, buildings, and ships.

B.

The service can also identify the sea, city, port and other scenes.

C.

The service can perform semantic analysis on the content in the image to extract labels with specific abstract meanings

D.

The service can provide object and scene labels and can also provide more conceptual labels.

Question 14

Which of the following is an image label service URI?

Options:

A.

/v1.0/image/recognition

B.

/v1.0/image/celebrity-recognition

C.

/v1.0/image/recapture-detect

D.

/v1.0/image/tagging

Question 15

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

Question 16

About Bayesian formula- P(WlX)=P(XlW)*P(W)/P(X) What is the correct description?

Options:

A.

P(WIX) is a prior probability

B.

P(XIW) 1s a conditional probability

C.

P(W) is the posterior probability

D.

P(X) is the posterior probability

Question 17

The pooling layer in the convolutional neural network can reduce the size of the lower layer input. Common pooling is:

Options:

A.

Minimum strata

B.

Product pooling layer

C.

Maximum pooling layer

D.

Average pooling layer

Question 18

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

Question 19

As shown below, which are the following matrix A characteristic value? (Multiple choice)

Question # 19

Options:

A.

2

B.

-2

C.

4

D.

4

Question 20

Which of the following is not an artificial intelligence school?

Options:

A.

Symbolism

B.

StatJst1caltsm

C.

Behaviorism

D.

Connectionism

Question 21

The Python dictionary is identified by “{}”, and the internal data consists of the key and its corresponding value.

Options:

A.

True

B.

False

Question 22

Deep learning is different from machine learning and there are no unsupervised algorithms

Options:

A.

True

B.

False

Question 23

In deep learning, if the neural network has a large number of layers, the problem of gradient disappearance is more likely to occur. Strictly speaking, in which of the following links does the sample disappearance problem

occur?

Options:

A.

Backpropagation update parameters

B.

Forward the dream and update

C.

Backpropagation calculation result

D.

Forward calculation results

Question 24

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

Question 25

According to the development process of the robot, it is usually divided into three generations, respectively are: (Multiple Choice)

Options:

A.

Teaching Reproduction Robot

B.

Robot with sensation

C.

Robots that will think

D.

Intelligent robot

Question 26

Convolutional neural networks are more suitable for image recognition problems than cyclic neural networks.

Options:

A.

True

B.

False

Question 27

Which of the following is not a way for the TensorFlow program to read data?

Options:

A.

Preload data

B.

Feeding data

C.

Read from the file

D.

Write a file format reader

Question 28

Which of the following environments does not support to install the T11nsorFlow?

Options:

A.

Linux

B.

Mac OS

C.

Docker

D.

OpenStack

Question 29

In the deep learning network, the backpropagation algorithm is used to find the optimal parameters. What rules are used in the backpropagation algorithm to obtain the derivation layer by layer?

Options:

A.

Chain rule

B.

Cumulative rule

C.

Law of reciprocity

D.

Rule of Normalization

Question 30

Feedforward neural network is a simple neural network, each neuron is arranged hierarchically, it is currently one of the most widely used and fastest growing artificial neural networks. The following statement about

feedforward neural networks is correct:

Options:

A.

Neurons with computing power are connected to the upper and lower layers

B.

Its input node has computing power

C.

Connecting neurons in the same layer

D.

Information only along-Pass through

Question 31

Among the machine learning algorithms, the following is not an integrated learning strategy?

Options:

A.

Boosting

B.

Stacking

C.

Bagging

D.

Marking

Question 32

Vector group a1=(1, 1, 1), a2=(0,2.5), a3=(1.3,6), which of the following options is correct?

Options:

A.

Linear correlation

B.

Linear independence

C.

aHa2+a3=0

D.

2a1+a2+a3=0

Question 33

The following is the correct difference between machine learning algorithms and traditional rule-based methods?

Options:

A.

Traditional rule-based methods, in which the rules can be explicitly clarified manually

B.

Traditional rule-based methods use explicit programming to solve problems

C.

The mapping relationship of the model in machine learning is automatically learned

D.

The mapping relationship of the model in the machine learning institute must be implicit

Question 34

It is known that the total parameter of a certain layer of the fully connected neural network is 330,The number of neurons in the previous layer and this layer May be?

Options:

A.

32 with 10

B.

10 with 33

C.

33 with 10

D.

9 with 33

Question 35

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

Question 36

How many spaces does PEP 8 stipulate that Python's first fine indentation needs to indent?

Options:

A.

1

B.

2

C.

4

D.

8

Question 37

The for loop statement in the Python language can iterate through the items in any sequence.

Options:

A.

True

B.

False

Question 38

Which of the following items are included in the results returned when the face search service is successfully called?

Options:

A.

Searched face similarity

B.

Searched faces id

C.

Searched face position

D.

Searched face number

Question 39

GBDT Compared with the random forest algorithm, which of the following statements is wrong?

Options:

A.

GBDT Algorithm is easier to underfit than random forest

B.

Random forest is calculated in parallel, while GBDT Can't

C.

GBDT Algorithm is easier to overfit than random forest

D.

GBDT And random forest are built on CART Based on the tree

Question 40

Information theory is a branch of applied mathematics. The main research is to quantify how much information a signal contains. Who is the first to propose information theory?

Options:

A.

Minsky

B.

Turing

C.

Simon

D.

Shannon

Question 41

TensorFlow2.0 The mechanism of graphs and conversations has been cancelled in.

Options:

A.

TRUE

B.

FALSE

Question 42

GPU Good at computationally intensive and easy to parallel programs.

Options:

A.

TRUE

B.

FALSE

Question 43

If the deep learning neural network has the problem of gradient disappearance or gradient explosion, our common solution is.

Options:

A.

Gradient shear

B.

Random undersampling

C.

use Relu Activation function

D.

Regularization

Question 44

The optimizer is an important part of training neural networks. The purpose of using the optimizer does not include which of the following:

Options:

A.

Speed up algorithm convergence

B.

Reduce the difficulty of manual parameter setting

C.

Avoid overfitting

D.

Avoid local extremes

Question 45

Which of the following is not the difference between Python 2 and Python 3?

Options:

A.

print

B.

Unicode

C.

import

D.

xrange

Question 46

TensorFlow2.0 of keras.preprocessing The role is?

Options:

A.

keras Data processing tools

B.

keras Built-in optimizer

C.

keras Model deployment tool

D.

Keras Generative model tool

Question 47

Artificial intelligence at this stage is still in the weak artificial intelligence stage.

Options:

A.

TRUE

B.

FALSE

Question 48

What are the Python language data types? (Multiple Choice)

Options:

A.

numbers

B.

string

C.

list

D.

tuple

E.

dictionary

Question 49

Which of the following description of the number of rows and columns of the matrix is correct?

Options:

A.

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

B.

The number of rows 1s equal to 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.

Question 50

Deep learning makes it easy to derive simple mathematical functions from a large amount of high-dimensional data to describe complex decision interfaces.

Options:

A.

True

B.

False

Question 51

Which of the following can improve the computational efficiency of the neural network model? (Multjple choice)

Options:

A.

TPU

B.

GPU

C.

FPGA

D.

Large-scale distributed cluster

Question 52

HUAWEI HiAI Engine Can easily combine multiple AI Ability and App integrated.

Options:

A.

TRUE

B.

FALSE

Question 53

Which description is wrong about the lambda function of the Python language?

Options:

A.

lambda is just an expression, and the function body is much simpler than def.

B.

The body of a lambda can be an expression or a block of code

C.

The lambda function can access the parameters in the global namespace.

D.

The lambda function accepts only one parameter value

Question 54

X. Y are random variables. C is a constant. which of the following description about the nature of the mathematical expectation is incorrect?

Options:

A.

E(C) = CA. E(C) = C

B.

E(X+Y) = E(X)+E{Y)

C.

E(CX) = CE(X)

D.

E(XY) = E(X)E{Y)

Question 55

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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Total 369 questions