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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

When we describe the house, we usually use the attributes such as residential area, house type, decoration type, etC. If we use plain With Bayes as a model, we assume that there is no relationship between attributes.

A.

TRUE

B.

FALSE

The following is the correct difference between machine learning algorithms and traditional rule-based methods?

A.

Traditional rule-based methods, in which the rules can be explicitly clarified manually

B.

Traditional rule-based methods use explicit programming to solve problems

C.

The mapping relationship of the model in machine learning is automatically learned

D.

The mapping relationship of the model in the machine learning institute must be implicit

What are the numeric types of Python? (Multiple Choice)

A.

int (integer type)

B.

long (long integer type)

C.

float (floating point type)

D.

complex (complex number type)

When dealing with actual problems, when should machine learning be used in the following situations?

A.

The data distribution itself changes over time, requiring continuous re-adaptation of the program, such as predicting the trend of merchandise sales

B.

The complexity of the rules is low, and the problem is small

C.

Task rules will change over time, such as defect detection on the production line

D.

The rules are very complicated or cannot be described, such as face recognition and voice recognition

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

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.

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

A.

Intelligent Logistics

B.

Intelligent Water

C.

Intelligent transportation

D.

Intelligent Finance

E.

Intelligent manufacturing

What quotation marks can the Python language use? (Multiple Choice)

A.

Single quotes

B.

Double quotes

C.

Three quotes

D.

Four quotes

Add to the loss function of linear regression L1 Regular term, this time the regression is called Lasso return.

A.

TRUE

B.

FALSE

The commonly used loss functions in deep learning are?

A.

L1 Loss function

B.

Mean square error loss function

C.

Cross entropy error loss function

D.

Self-declining loss function

The Python language can use multiple statements on the same line, separated by commas ".".

A.

True

B.

False

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

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

A.

True

B.

False

The number or matrix is stored in the tensor

A.

True

B.

False

Tensorflow supports multi-TPU cluster computing

A.

True

B.

False

Which is not a deep learning algorithm?

A.

Setr-encoder

B.

Convolutional neural networks

C.

Recurrent neural networks

D.

Support vector machine

TensorFlow is Google's first generation of proprietary machine learning systems

A.

True

B.

False

Which of the following description of the number of rows and columns of the matrix is correct?

A.

The number of rows 1s greater than the number of columns

B.

The number of rows 1s equal to the number of columns

C.

The number of rows is less than the number of columns

D.

The number of rows has no relationship with the number of columns.

ModelArts Service and (). The combination of services can easily deploy the model to "end"?

A.

OBS

B.

OCR

C.

ECS

D.

HiLens

What are the steps that are not part of the operation of a Python file object?

A.

open

B.

delete

C.

read

D.

write

E.

close

The following options belong to keras under estimator The encapsulation methods are?

A.

Assessment

B.

training

C.

prediction

D.

Output model

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Total 369 questions
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