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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

Deep learning algorithms can be divided into supervised learning and unsupervised learning.

A.

True

B.

False

What operating systems does Python support? (Multiple Choice)

A.

DOS

B.

Linux

C.

Mac OSX

D.

Windows

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

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

The current technology application directions of artificial intelligence mainly include?

A.

Natural language processing

B.

Control System

C.

Computer vision

D.

Speech Recognition

SVM What are the commonly used kernel functions in?

A.

Gaussian kernel function

B.

Polynomial kernel function

C.

Sigmiod Kernel function

D.

Linear kernel

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

A.

Minimum strata

B.

Product pooling layer

C.

Maximum pooling layer

D.

Average pooling layer

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

An e-commerce company has always had problems with official website stalls, poor utilization of network resources, and difficulty in operation and maintenance. Then which of the following can the company use EI

service?

A.

Park Agent

B.

Traffic Agent

C.

Network agent

D.

Industrial Agent

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

A.

True

B.

False

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

A.

sensor

B.

Convolutional Neural Network

C.

Fully connected neural network

D.

Recurrent neural network

What is not the optimization method in deep learning?

A.

Random gradient descent

B.

Back propagation algorithm

C.

Principal component analysis

D.

Momentum

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?

A.

compile

B.

write

C.

join

D.

fit

Which of the following capabilities does the genetic knowledge map have?

A.

Auxiliary case diagnosis

B.

Disease prediction and diagnosis

C.

Gene test report generation

D.

Entity query

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

A.

Crowd statistics program

B.

Policy query scheme based on knowledge graph

C.

Vehicle identification scheme

D.

Intrusion recognition scheme

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

A.

Grid search

B.

Random gradient descent

C.

Random search

D.

Model-based hyper parameter optimization

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

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

A.

True

B.

False

The following does not belong TensorFlow2.0 Is characterized by?

A.

Multi-core CPU accelerate

B.

distributed

C.

multi-language

D.

Multi-platform

Which of the following are the characteristics of the Python language? {Multiple choice)

A.

Explanatory

B.

Process oriented

C.

Object-oriented

D.

Dynamic data type

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Total 369 questions
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