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

Question # 4

Which of the following is not a face recognition technology?

A.

Face search

B.

Face comparison

C.

Face Detection

D.

Remake recognition

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Question # 5

In the face search service, if we want to delete a certain face set, we can use this code:

firs_cliet.get_v2().get_face_set_service().delete_face_set("**"), among them "**" is to fill in the actual face set name.

A.

TRUE

B.

FALSE

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Question # 6

When training the network, we often encounter many problems. For the problem of gradient disappearance, we can alleviate the problem by choosing which of the following functions to use?

A.

Softsign function

B.

Relu function

C.

tanh function

D.

Sigmoid function

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Question # 7

The loss function of logistic regression is the cross-entropy loss function.

A.

TRUE

B.

FALSE

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Question # 8

Which of the following options are May be used in calling Huawei cloud services?

A.

ak

B.

region

C.

project_id

D.

sk

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Question # 9

The following applications that are not part of the adversarial generation network are?

A.

Text generation

B.

Image generation

C.

Image Identification

D.

Data enhancement

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Question # 10

Loss function and model function are the same thing.

A.

TRUE

B.

FALSE

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Question # 11

Which of the following options belong to Tensorflow concept? (Multiple Choice)

A.

Tensor

B.

Variables

C.

Placeholder

D.

Operation

E.

Conversation

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Question # 12

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

A.

28*23

B.

28*28

C.

29*29

D.

23*23

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Question # 13

Artificial intelligence is the research and development of theories, methods and application systems used to simulate, extend and expand human intelligence Of a new technological science.

A.

TRUE

B.

FALSE

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Question # 14

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

A.

TRUE

B.

FALSE

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Question # 15

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

A.

numbers

B.

string

C.

list

D.

tuple

E.

dictionary

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Question # 16

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

A.

Gradient size

B.

Gradient direction

C.

Learning rate

D.

Number of samples used

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Question # 17

The correlation coefficient. also known as the linear correlation coefficient, is used to measure the linear relationship between two variables, which is a real number greater than zero

A.

True

B.

False

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Question # 18

Which of the following is not a module in the Tensorflow library?

A.

tf.nn

B.

tf. layers

C.

tf boost

D.

tf.contrib

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Question # 19

The model composed of machine learning algorithms cannot represent the true data distribution function on a theoretical level. Just approach it.

A.

TRUE

B.

FALSE

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Question # 20

Corvolutional neural networks are more suitable for dealing with speech recognition problems

A.

True

B.

False

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Question # 21

Regularization is an important and effective technique for reducing generalization errors in traditional machine learning. The following techniques are regular. The technology is:

A.

L1 Regularization

B.

L2 Regularization

C.

Dropout

D.

Momentum optimizer

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Question # 22

When the universal text recognition service is successfully called, the returned text recognition result is stored in which of the following fields?

A.

text

B.

result

C.

content

D.

words

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Question # 23

Which of the following descriptions about Python program are correct? (Multiple choice)

A The program consists of modules

8 Module contains statements

C statement contains an expression

D Expressions create and process objects

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Question # 24

Not supported in the following options TensorFLow2.0 The attributes for dimensional transformation are.

A.

squeeze

B.

reshape

C.

gather

D.

transpose

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Question # 25

A scalar k is multiplied by matrix A equal to k and each of the numbers in A is multiplied.

A.

True

B.

False

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Question # 26

There are many types of neural networks in deep learning. The following neural network information is one-way propagation:

A.

LSTM

B.

Convolutional Neural Network

C.

Recurrent neural network

D.

GRU

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Question # 27

Where is the main foothold of symbolism?

A.

The foothold is in neuron networks and deep learning.

B.

The foothold is reasoning, symbolic reasoning and machine reasoning.

C.

The foothold is perception and action.

D.

The foothold is behavior control, adaptive and evolutionary computing.

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Question # 28

PyTorch All existing versions support Python2 with Python3?

A.

TRUE

B.

FALSE

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Question # 29

The number of hidden layers of the deep learning neural network has a certain impact on the performance of the network. The following statement about its impact is correct.: A. The number of hidden layers is

appropriately reduced, and the resolution ability of the neural network remains unchanged

B. Increase the number of hidden layers appropriately, the stronger the resolution ability of the neural network

C. The number of hidden layers is appropriately reduced, the stronger the resolution ability of the neural network is

D. The number of hidden layers increases appropriately, the weaker the resolution ability of the neural network

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Question # 30

What are the results returned by the if conditional statements in the Python language? (Multiple choice)

A.

True

B.

0

C.

FALSE

D.

null

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Question # 31

HUAWEI HiAI Empower APP What value?

A.

Safety

B.

stable

C.

real time

D.

at any time

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Question # 32

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?

A.

Industry data

B.

Industry wisdom

C.

algorithm

D.

Computing power

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Question # 33

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

A.

SGD

B.

BGD

C.

MGD

D.

MBGD

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Question # 34

The following statement about recurrent neural networks is wrong?

A.

Recurrent neural network can be unfolded according to the time axis

B.

LSTM Unable to solve the problem of vanishing gradient

C.

LSTM It is also a recurrent neural network

D.

Recurrent neural network can be abbreviated as RNN

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Question # 35

TensorFlow It is an end-to-end open source platform for machine learning and deep learning.

A.

TRUE

B.

FALSE

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Question # 36

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

A.

Logistic regression

B.

SVM

C.

K-Means

D.

Hierarchical clustering

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Question # 37

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

A.

print

B.

Unicode

C.

import

D.

xrange

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Question # 38

Which of the following features does Python support? (Multiple choice)

A.

Inheritance

B.

Heavy load

C.

Derived

D.

Multiple inheritance

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Question # 39

Which of the following are included in the application scenarios ofTensorflow? (Multiple choice}

A.

Speech recognition

B.

Face recognition

C.

Image style changes

D.

Autopilot

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Question # 40

Traditional machine learning and deep learning are the core technologies of artificial intelligence. There is a slight difference in the engineering process. The following steps. What you don’t need to do in deep learning is:

A.

Model evaluation

B.

Feature engineering

C.

Data cleaning

D.

Model building

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Question # 41

During the two classification process, we can set any category as a positive example.

A.

TRUE

B.

FALSE

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Question # 42

TensorFlow 2.0 The way to view tensor dimensions in is?

A.

dimens

B.

dtype

C.

ndim

D.

device

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Question # 43

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

A.

Convolutional layer

B.

Pooling layer

C.

Loop layer

D.

Fully connected layer

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Question # 44

MSIR It is a simple, efficient and flexible graph-based function IR, A functional semantic type that can be represented Have?

A.

Free variable

B.

Higher order function

C.

Interrupt

D.

Recursion

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Question # 45

About Python correct tuple, which is correct description? (Multiple choice)

A.

The difference between a list and a tuple is that the elements of the tuple cannot be

B.

The list uses square brackets and the tuple uses parentheses

C.

Tuple creation is very simple just add elements in parentheses and separate them wrth commas

D.

When a tuple contains only one element you need to add a comma after the element

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Question # 46

What are the service categories included in Huawei Cloud El Enterprise Intelligence? (Multiple Choice)

A.

El visual cognition

B.

El online games

C.

El speech semantics

D.

El industry scene

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Question # 47

Which of the following products is related to artificial intelligence? (Multiple Choice)

A.

Alpha Go

B.

Self-driving

C.

Voice input

D.

Huawei Mate mobile phone

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Question # 48

For the image classification problem, which of the following neural networks is more suitable to solve this problem?

A.

sensor

B.

Recurrent neural network

C.

Convolutional Neural Network

D.

Fully connected neural network

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Question # 49

What of the following does belong to convolutional neural network (CNN)? (Multiple Choice)

A.

VGGNet

B.

ResNet

C.

AlexNet

D.

GoogleNet

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Question # 50

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

A.

Network definition

B.

Network execution

C.

Knowledge distillation

D.

Weight initialization

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Question # 51

Faced with the challenge of achieving efficient distributed training for ultra-large-scale models, MindSpore is handled as?

A.

Automatic parallel

B.

Serial

C.

Manual parallel

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Question # 52

In supervised learning," Those who are near Zhu are red and those who are near Mo are black"Is used to describe which of the following models?

A.

K-Means

B.

SVM

C.

KNN

D.

Neural Networks

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Question # 53

Which is wrong with the Python module time introduction method?

A.

import time

B.

from time import *

C.

import time as t

D.

from time

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Question # 54

The current technology application directions of artificial intelligence mainly include?

A.

Natural language processing

B.

Control System

C.

Computer vision

D.

Speech Recognition

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Question # 55

Which of the following descriptions of the depth feedforward network is correct?

A.

Deep feedforward network 1s a kind of neural network.

B.

The deep feedforward network has only one hidden layer.

C.

The unit on the hidden layer of the deep feedforward network will have countless.

D.

Deep feedforward network 1s used to deal with linear problems.

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