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Huawei H13-311_V3.0 Dumps

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Total 369 questions

HCIA-AI V3.0 Questions and Answers

Question 1

Machine Learning Service is a data mining and analytics platform service that helps users quickly discover data patterns and build predictive models through machine learning techniques and deploy them as predictive analytics solutions

Options:

A.

True

B.

False

Question 2

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

Options:

A.

TRUE

B.

FALSE

Question 3

The following are the description of the distribution function. distribution law. and density function of random variables.

which is incorrect?

Options:

A.

Distribution law can only describe the value rule of discrete random variables

B.

The density function can only describe the value rule of continuous random variables

C.

Discrete random variables have no d1slribulion function

D.

Distribution function describes the value rule of random variables

Question 4

From the labeled historical data, we can predict that the retail sales of the next quarter will be in 20-30 Wan still 30-40 Ten thousand", What is the problem?

Options:

A.

Regression problem

B.

Rule problem

C.

Classification problem

D.

Clustering problem

Question 5

The Python dictionary is widely identified by "{}". and the internal data consists of the key and its corresponding value

Options:

A.

True

B.

False

Question 6

Which of the following statements about supervised learning is correct?

Options:

A.

Decision tree is a supervised learning

B.

Supervised learning cannot use cross-validation for training

C.

Supervised learning is a rule-based algorithm

D.

Supervised learning can be trained without labels

Question 7

Functions are well-organized, non-reusable code segments used to implement a single, or associated Function.

Options:

A.

True

B.

False

Question 8

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

Options:

A.

True

B.

False

Question 9

Which of the following activation functions are prone to vanishing gradient problems?

Options:

A.

ReLU

B.

Softplus

C.

Tanh

D.

Sigmoid

Question 10

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 11

Which of the following does not belong to automatic hyperparameter optimization algorithm?

Options:

A.

Grid search

B.

Random gradient descent

C.

Random search

D.

Model-based hyper parameter optimization

Question 12

Numerical calculation refers to the method and process of effectively using the digital computer to solve the approximate problem of mathematical problems, and the discipline consisting of related theories.

Which of the following processes are involved in solving actual problems with a computer? (Multiple Choice)

Options:

A.

Know the actual problem

B.

Mathematical model

C.

Numerical calculation method

D.

Programm1ng

E.

Computer calculation results

Question 13

The trace operation returns the sum of the diagonal elements of the matrix. Therefore, the trace of matrix A and its transposed matrix are equal

Options:

A.

True

B.

False

Question 14

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 15

The following belongs to TensorFlow2.0 The characteristic is?

Options:

A.

Introduce Keras interface

B.

Support static image mechanism

C.

Support more platforms and more languages

D.

Continue to be compatible Tensorflowl.x Related modules

Question 16

Self-encoder is an unsupervised learning algorithm

Options:

A.

True

B.

False

Question 17

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.

Options:

A.

TRUE

B.

FALSE

Question 18

TensorFlow2.0 of keras.metrics The methods that are not included in the built-in indicators are?

Options:

A.

Accuracy

B.

Recall

C.

Sum

D.

Mean

Question 19

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

Options:

A.

TRUE

B.

FALSE

Question 20

L1 with L2 Regularization is a method commonly used in traditional machine learning to reduce generalization errors. The following is about the two. The right way is:

Options:

A.

L1 Regularization can do feature selection

B.

L1 with L2 Regularization can be used for feature selection

C.

L2 Regularization can do feature selection

D.

L1 with L2 Regularization cannot be used for feature selection

Question 21

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

Question 22

It is fine to pass in only one image when calling the face comparison service.

Options:

A.

TRUE

B.

FALSE

Question 23

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

Options:

A.

GMM

B.

Xgboost

C.

Clustering

D.

Association rules

Question 24

Recurrent neural network is different from convolutional neural network, it is better at solving the following problems?

Options:

A.

Sequence related issues

B.

Image classification

C.

Image detection

D.

Recommended question

Question 25

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

Options:

A.

Model reasoning

B.

Build model

C.

Training model

Question 26

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 27

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 28

What are the scenarios or industries that are suitable for using Python? (Multiple Choice)

Options:

A.

Artlfic1al intelligence

B.

web development

C.

Game development

D Hardware development

Question 29

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

Options:

A.

print

B.

Unicode

C.

import

D.

xrange

Question 30

Which of the following conditions is not a condition that n-fold bernoulli trials needs to meet?

Options:

A.

Each test was repeated under the same conditions.

B.

There are only two possible outcomes for each trial, i.e. event A occurs and event A does not occur.

C.

Each test itself is obeying normal distribution

D.

The results of each trial are independent of each other.

Question 31

Pytorch Which company launched it first?

Options:

A.

Baidu

B.

Google

C.

Facebook

D.

Huawei

Question 32

Which of the following is not a specific technology of artificial intelligence?

Options:

A.

Knowledge map

B.

Machine translation

C.

Riemann geometry

D.

Semantic understanding

Question 33

The current technology application directions of artificial intelligence mainly include?

Options:

A.

Natural language processing

B.

Control System

C.

Computer vision

D.

Speech Recognition

Question 34

What operating systems does Python support? (Multiple Choice)

Options:

A.

DOS

B.

Linux

C.

Mac OSX

D.

Windows

Question 35

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

Options:

A.

TRUE

B.

FALSE

Question 36

Which of the following are the cloud services provided by Huawei Cloud El Visual Cognition? (Multiple choice)

Options:

A.

Text recognition

B.

Face recognition

C.

Image recognition

D.

Content detection

E.

Image processing

Question 37

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.

Options:

A.

TRUE

B.

FALSE

Question 38

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

Question 39

When the voice recognition service is successfully called, which field is the recognition result stored in?

Options:

A.

result

B.

content

C.

data

D.

text

Question 40

In a neural network based on connectionism, each node can express a specific meaning.

Options:

A.

TRUE

B.

FALSE

Question 41

Which of the following are AI Application areas?

Options:

A.

Wisdom education

B.

Smart City

C.

Smart home

D.

Smart medical

Question 42

Which of the following is not MindSpore Features of the core architecture?

Options:

A.

Automatic differentiation

B.

Automatic tuning

C.

Automatic coding

D.

Automatic parallel

Question 43

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 44

Training error will reduce the accuracy of the model and produce under-fitting. How to improve the model fit? (Multiple choice)

Options:

A.

Increase the amount of data

B.

Feature Engineering

C.

Reduce regularization parameters

D.

Add features

Question 45

X, Y are random variables, C is a constant, the nature of the difference in the following options which is wrong? (Multiple choice)

Options:

A.

D(C)=O

B.

D(X+ Y)=D(X)+D(Y)

C.

D(CX)=C'C'D()()

D.

D(XY)=D(X)D{Y)

Question 46

The following code was used when compiling the model:model.compile(optimizer='Adam,loss='categorical.crossentropy',metrics=[tf.keras.metrics.accuracy]), currently using evaluate When the method evaluates the

model, which of the following indicators will be output?

Options:

A.

accuracy

B.

categorical_ 1oss

C.

loss

D.

categorical accuracy

Question 47

When using TensorFlow2. 0 of keras When building a neural network with an interface, the network needs to be compiled. Which of the following methods should be used to work?

Options:

A.

compile

B.

write

C.

join

D.

fit

Question 48

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

Question 49

What are the common types of dirty data?

Options:

A.

Malformed value

B.

Duplicate value

C.

Logically wrong value

D.

Missing value

Question 50

According to the American Society of Automotive Engineers (SAE) The automatic driving is divided into Which level?

Options:

A.

L1~L4

B.

L1~L5

C.

L0~L4

D.

L0~L5

Question 51

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

Question 52

Which of the following is HUAWEI HiAI Foundation Function of the module?

Options:

A.

App integrated

B.

Let the service actively find users

C.

Quickly convert and migrate existing models

D.

According to user needs, push services at the right time and at the right time

Question 53

The word recognition in the speech recognition service refers to the synchronous recognition of short speech. Upload the entire audio at once, and the recognition result will be returned in the response.

Options:

A.

TRUE

B.

FALSE

Question 54

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

Question 55

The Python language does not allow embedding another loop body in a loop body

Options:

A.

True

B.

False

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Total 369 questions