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HCIA-AI V3.0 Question and Answers

HCIA-AI V3.0

Last Update May 21, 2024
Total Questions : 369

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Questions 1

The number of rows and columns of the three matrices A , B. and C is 3 rows and 2 columns, 2 rows. 3 columns. 3 rows and 3 columns. which of the following operations is meaningful?

Options:

A.  

AC

B.  

BC

C.  

A+B

D.  

AB-BC

Discussion 0
Questions 2

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

Discussion 0
Questions 3

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

Discussion 0
Questions 4

What is the English abbreviation for AI?

Options:

A.  

Automatic Intelligence

B.  

Artifical Intelligence

C.  

Automatic Information

D.  

Artifical Information

Discussion 0
Questions 5

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

Discussion 0
Questions 6

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

Discussion 0
Questions 7

Which descriptions are correct about python’s index? (Multiple Choice)

Options:

A.  

Index from left to right defaults from 0

B.  

Index from left to right defaults from 1

C.  

Index from right lo left defaults from -1

D.  

Index from right to left defaults from 0

Discussion 0
Questions 8

Which of the following description of the validation set is wrong?

Options:

A.  

The verification set can coincide with the test set.

B.  

The test set can coincide with the training set

C.  

The subset used to pick hyperparameters is called a validation set

D.  

Typically 80% of the training data 1s used for training and 20% 1s used for verification.

Discussion 0
Questions 9

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

Discussion 0
Questions 10

The following about KNN Algorithm k The value description is correct?

Options:

A.  

K The larger the value, the easier the model is to overfit

B.  

K The larger the value, the smoother the segmentation surface of the classification

C.  

K Value is a hyperparameter

D.  

can k Value is set to 0

Discussion 0
Questions 11

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

Discussion 0
Questions 12

Which of the following are the activation functions of deep learning algorithms?

Options:

A.  

Sigmoid

B.  

ReLU

C.  

Tanh

D.  

Sin

Discussion 0
Questions 13

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

Discussion 0
Questions 14

Artificial intelligence is a new technical science that studies and develops theories, methods and application systems for simulating, extending and extending human intelligence. It is one of the

core research areas of machine learning.

Options:

A.  

True

B.  

False

Discussion 0
Questions 15

Which of the following descriptions about the Recurrent Neural Network (RNN) is correct?

Options:

A.  

Can be used to process sequence data.

B.  

Cannot process variable length sequence data.

C.  

Unlike convolutional neural networks. parameters of RNN cannot be shared

D.  

The units above the hidden layer are not associated With each other.

Discussion 0
Questions 16

Which is not a deep learning algorithm?

Options:

A.  

Setr-encoder

B.  

Convolutional neural networks

C.  

Recurrent neural networks

D.  

Support vector machine

Discussion 0
Questions 17

The following options do not belong to the scope of Huawei's full-stack solution are?

Options:

A.  

Application enable

B.  

Edge computing

C.  

Open source framework

D.  

Chip enable

Discussion 0
Questions 18

Only matrix A and matrix B have the same number of rows and columns. A and B can be added.

Options:

A.  

True

B.  

False

Discussion 0
Questions 19

According to Huawei Cloud EI Intelligent platform, which of the following solutions can be provided?

Options:

A.  

Crowd statistics program

B.  

Policy query scheme based on knowledge graph

C.  

Vehicle identification scheme

D.  

Intrusion recognition scheme

Discussion 0
Questions 20

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

Discussion 0
Questions 21

Deflated AI The logical architecture of the processor does not include which of the following options?

Options:

A.  

DVPP

B.  

GPU

C.  

AI Calculation engine

D.  

Chip system control CPU

Discussion 0
Questions 22

Which of the following options is not central to linear algebra?

Options:

A.  

Probability theory

B.  

Linear transformation

C.  

Matrix theory

D.  

Vector space

Discussion 0
Questions 23

In the process of training the neural network, our goal is to keep the loss function reduced. Which of the following methods do we usually use to minimize the loss function?

Options:

A.  

Gradient descent

B.  

Dropout

C.  

Cross-validation

D.  

Regularization

Discussion 0
Questions 24

Which of the following aspects belong to Huawei's full stack AI solution?

Options:

A.  

Ascend

B.  

CANN

C.  

ModelArts

D.  

MindSpore

Discussion 0
Questions 25

All convolution kernels of the same convolution layer in the convolutional neural network are weight-sharing.

TRUE

FALSE

Options:

Discussion 0
Questions 26

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

Discussion 0
Questions 27

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

Options:

A.  

TRUE

B.  

FALSE

Discussion 0
Questions 28

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

Discussion 0
Questions 29

In the process of training the neural network, we use the gradient descent method to continuously update which value, which makes the loss Function minimization?A. Number of samples

B. Eigenvalues

C. Hyperparameter

D. parameter

Options:

Discussion 0
Questions 30

What is the incorrect relationship between neural networks and deep learning?

Options:

A.  

The concept of deep learning sterns from the study or artificial neural networks.

B.  

A neural network algorithm with multiple hidden layers is a deep learning algorithm

C.  

Single layer neural networks are also a type of deep learning

D.  

Convolutional neural networks are a type of deep learning.

Discussion 0
Questions 31

HUAWEI CLOUD ModelArts Is for AI Which of the following functions are in the developed one-stop development platform Mode1Arts Can have?

Options:

A.  

Data governance

B.  

AI market

C.  

Visual workflow

D.  

Automatic learning

Discussion 0
Questions 32

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

Discussion 0
Questions 33

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

Options:

A.  

True

B.  

False

Discussion 0
Questions 34

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

Options:

A.  

TRUE

B.  

FALSE

Discussion 0
Questions 35

The TensorFlow framework does not support Windows systems.

Options:

A.  

True

B.  

False

Discussion 0
Questions 36

Generating a confrontation network is like a game system. The generator generates fake samples, and the discriminator judges whether it is true or false. Our ideal result is?

Options:

A.  

The generator produces roughly the same samples

B.  

The discriminator efficiently distinguishes the true and false samples generated by the generator

C.  

The discriminator cannot distinguish the true and false samples generated by the generator

D.  

The generator produces different samples

Discussion 0
Questions 37

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

Options:

A.  

True

B.  

False

Discussion 0
Questions 38

None of the following options TensorFlow2.0. The supported operators are:

Options:

A.  

pow

B.  

@

C.  

^

D.  

//

Discussion 0
Questions 39

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

Discussion 0
Questions 40

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

Discussion 0
Questions 41

What are the core concepts in TensorFlow? (Multiple Choice)

Options:

A.  

Gridding

B.  

Calculation Chart

C.  

Dot Product

D.  

Tensor

Discussion 0
Questions 42

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

Discussion 0
Questions 43

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

Discussion 0
Questions 44

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

Discussion 0
Questions 45

Which of the following is true about unsupervised learning?

Options:

A.  

Unsupervised algorithm only processes “features” and does not process ·tags·

B.  

Dimensionality reduction algorithm is not unsupervised learning

C.  

K-means algorithm and SVM algorithm belong lo unsupervised learning

D.  

None of the above

Discussion 0
Questions 46

Recurrent neural networks can capture dynamic information in serialized data.

Options:

A.  

TRUE

B.  

FALSE

Discussion 0
Questions 47

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

Discussion 0
Questions 48

As shown in the figure below, what is the value of the determinant A?

Options:

A.  

24

B.  

18

C.  

-24

D.  

0

Discussion 0
Questions 49

Which of the following are solutions for the Huawei Cloud El industry scenario? (Multiple Choice)

Options:

A.  

Intelligent Logistics

B.  

Intelligent Water

C.  

Intelligent transportation

D.  

Intelligent Finance

E.  

Intelligent manufacturing

Discussion 0
Questions 50

The face detection service will report an error when there is no face in the test image.

Options:

A.  

TRUE

B.  

FALSE

Discussion 0
Questions 51

In neural networks, weights are often shareD. Which of the following neural networks will share weights?

Options:

A.  

sensor

B.  

Convolutional Neural Network

C.  

Fully connected neural network

D.  

Recurrent neural network

Discussion 0
Questions 52

What is wrong description of the Python module?

Options:

A.  

The Python module is a Python file that ends with .py and contains Python object definitions and Python statements.

B.  

The Python module allows you to logically organize your Python code snippets.

C.  

Python modules can define functions classes and variables but the module does not contain executable code

D.  

Assigning relevant code to a module can make your code better and easier to understand.

Discussion 0
Questions 53

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

Options:

A.  

numbers

B.  

string

C.  

list

D.  

tuple

E.  

dictionary

Discussion 0
Questions 54

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

Options:

A.  

Beautiful

B.  

Expensive

C.  

Explicit

D.  

Simple

Discussion 0
Questions 55

Which of the following services belong to Huawei EI Service family?

Options:

A.  

Dialogue robot

B.  

EI Basic services

C.  

Natural language processing

D.  

EI Big data service

Discussion 0