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H13-311_V3.0 Huawei HCIA-AI V3.0 Free Practice Exam Questions (2025 Updated)

Prepare effectively for your Huawei H13-311_V3.0 HCIA-AI V3.0 certification with our extensive collection of free, high-quality practice questions. Each question is designed to mirror the actual exam format and objectives, complete with comprehensive answers and detailed explanations. Our materials are regularly updated for 2025, ensuring you have the most current resources to build confidence and succeed on your first attempt.

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Total 369 questions

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

A.

Weak artificial intelligence

B.

Perceptual intelligence

C.

Behavioral intelligence

D.

Strong artificial intelligence

Which of the following about the gradient descent is incorrect?

A.

Random gradient descent is a commonly used one in gradient descent.

B.

Gradient descent includes random gradient descent and batch gradient descent.

C.

The gradient descent algorithm 1s fast and reliable [Right Answers}

D.

Random gradient descent is one of the commonly used optimization algorithms in deep learning algorithms.

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

A.

TPU

B.

GPU

C.

FPGA

D.

Large-scale distributed cluster

After the data has completed the feature engineering operation, in the process of constructing the model, which of the following options is not a step in the decision tree construction process?

A.

Pruning

B.

Feature selection

C.

Data cleaning

D.

Decision tree generation

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

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

Linear algebra is a branch of algebra that deals with linear problems.

The linear relationship is that the relationship between exponential objects is expressed in ( ) times form?

A.

1

B.

2

C.

3

D.

4

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

A.

TRUE

B.

FALSE

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

A.

VGGNet

B.

ResNet

C.

AlexNet

D.

GoogleNet

Which of the following statement about the matrix is incorrect?

A.

The arbitrary matrix is multiplied by the unit matrix and will not change.

B.

The transpose of the symmetric matrix A 1s also A itself.

C.

The transpose of the orthogonal matrix A is equal to the inverse of A .

D.

There is no inverse matrix for the diagonal matrix.

What research areas does artificial intelligence have? (Multiple choice)

A.

Natural language processing

B.

Computer Vision

C.

Machine learning

D.

Speech recognition

What is the subject of artificial intelligence?

A.

Mathematics and Physiology

B.

Psychology and Physiology

C.

Linguistics

D.

Comprehensive mterd1sc1pl1nary and marginal d1sc1phnes

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

A.

ak

B.

region

C.

project_id

D.

sk

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

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

In polynomial regression, there is a square term in the formula of the model, so it is not linear.

A.

TRUE

B.

FALSE

Which of the following are the characteristics of TensorFlow? (Multiple choice)

A.

Open source

B.

Convenience

C.

Mature

D.

Flexible

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

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.

Regular term can also be added to logistic regression to avoid overfitting.

A.

TRUE

B.

FALSE

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

A.

True

B.

False

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

A.

print

B.

Unicode

C.

import

D.

xrange

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

A.

Text recognition

B.

Face recognition

C.

Image recognition

D.

Content detection

E.

Image processing

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Total 369 questions
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