HCIA-AI V3.0
Last Update May 21, 2024
Total Questions : 369
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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?
Which of the following is not a way for the TensorFlow program to read data?
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?
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?
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:
Regarding the convolutional neural network pooling layer, the following description is correct?
Which of the following are the activation functions of deep learning algorithms?
In random forest, what strategy is used to determine the outcome of the final ensemble model?
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.
Which of the following descriptions about the Recurrent Neural Network (RNN) is correct?
The following options do not belong to the scope of Huawei's full-stack solution are?
Only matrix A and matrix B have the same number of rows and columns. A and B can be added.
According to Huawei Cloud EI Intelligent platform, which of the following solutions can be provided?
Deep learning makes it easy to derive simple mathematical functions from a large amount of high-dimensional data to describe complex decision interfaces.
Deflated AI The logical architecture of the processor does not include which of the following options?
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?
All convolution kernels of the same convolution layer in the convolutional neural network are weight-sharing.
TRUE
FALSE
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?
The loss function of logistic regression is the cross-entropy loss function.
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)
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
What is the incorrect relationship between neural networks and deep learning?
HUAWEI CLOUD ModelArts Is for AI Which of the following functions are in the developed one-stop development platform Mode1Arts Can have?
Which description is wrong about the lambda function of the Python language?
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
The naive Bayes algorithm does not require independent and identical distribution among sample features.
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?
The Python language can use the "#" at the beginning of a single line of code for code comments .
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.
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
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?
Recurrent neural networks can capture dynamic information in serialized data.
GBDT Compared with the random forest algorithm, which of the following statements is wrong?
Which of the following are solutions for the Huawei Cloud El industry scenario? (Multiple Choice)
The face detection service will report an error when there is no face in the test image.
In neural networks, weights are often shareD. Which of the following neural networks will share weights?
As the following, what are the Python language design philosophy? (Multiple Choice)