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1, Backpropagation makes gradient descent more efficient by mea
 
of dynamic programming
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2, In some image and voice fel, Al parforms better than humans, so artificial intallgence has entered the stage of srong artificial
fnwaigance,
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2, Automatic graph segmentation i one ofthe key technologies of MindSpore.
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4, One of the disadvantages of daop leaming i thatthe intexpretabilty is very weak, but i's stil possible te visuabze the model
using methods such as Local Interpretable Model-Agnostic Explanations (LIME)
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5, Allas series chips need the support of CUDA software package like other GPU accelerator cards,
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6, The speed of grid search must be faster than random search
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Sorry! Correct Answer: Fase7, Ina medial image recognition tet, we usualy are more concemed about the recall rat than the precision ratio when evaluating
‘ode! performance,
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& Voice recognition refers to the recognition of text data as audio data,
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‘8. In convolutional neural networks, the convolutional layer can reduce the dimension of feature maps.
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10, Laplece smoothing can be used to address the “zero probability" problem in the naive Bayes model,
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11, Knowledge graph can be applied to social networking, gene sequencing, and risk control.
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12, Softerax can't be used for multiple classification problems.
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13, Da Vinel architecture is the core of the Ascend Al computing engine and Al processor.
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Sorry! correct answer: eve14, Ina feedforward network, neurons in the same layer are connected to each other.
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15, The generalization error will continue to decrease as the complexity of the model increases.
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16, If the metrics parameteris not specifed in ModelLcompile, no loss value will be output.
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17, Polynomial regression cannet resolve the nonlinear problem.
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18, The biggest differance betucen loli regression and percapton is that logistic regression uses the Sigurd activation function
_at the output layer, whereas perceptron uses the sign function In addition neither ofthe two models can restive the XOR
problem
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19, The HiAl motile computing platform architecture supports various mainstream front-end frameworks such as Tensrflow and
Colle
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Soy! Cena Answer: Tue20, To instal Tensorflow of the GPU version, you need to install CUDA and cuDNNN.
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13, Similar to a hidden layer, the quantity of neurons at both an input layer and an output layer of a neural
network is @ hyperparameter that can be adjusted.
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14, Cifar10 is a built-in data set of Keras.
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19, In the KNN model, a smalll K value may cause model underfitting,
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20, Malformed data is not dirty deta.
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Congratulations! Correct Answer: False2, PyTorch supports GPU acceleration.
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3, After the image label service is called, only one corresponding label value Is returned.
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4, The Adam optimizer in TensorFiow 2.0 is the built-in optimizer of the Keras module.
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5, Jobs that are Innovative and have high requirements on social capabilities cannot be easly replaced by Al.
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7, Logical reasoning is a part of Al.
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9, Sct-team fa fee software machine learning library for Python thas powerful tools fr data analysis and mining
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sory Comet Ans: Tre10, HiLens can help small and micro companies reali
 
smart access control.
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12, Alis the core research area of machine learning.
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16, MindSpore supports GPU acceleration.
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