H13-311_V3.5 Exam Questions
368 real H13-311_V3.5 exam questions with expert-verified answers and explanations. Page 2 of 8.
- Question #51Deep Learning Basics
In the process of deep learning model training, what are the common optimizers?
optimization algorithmsgradient descent variantsdeep learning trainingneural networks - Question #52Deep Learning Basics
What model is not a cyclic neural network?
cyclic neural networksRNN/LSTM/GRUneural network architecturesrecurrent models - Question #53Huawei AI Development Platforms and Solutions
Huawei Ascend AI Chip is NPU (Neural network processor) One of the typical representatives.
Huawei AscendNPUAI HardwareNeural Processors - Question #54Machine Learning Basics
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?
linear algebralinear relationshipsfirst-order functionsmathematical foundations - Question #55Machine Learning Basics
The model composed of machine learning algorithms cannot represent the true data distribution function on a theoretical level. Just approach it.
Model ApproximationStatistical Learning TheoryFunction ApproximationTheoretical Limitations - Question #56Machine Learning Basics
X, Y are random variables, C is a constant, the nature of the difference in the following options which is wrong? (Multiple choice)
Variance PropertiesProbability TheoryRandom VariablesStatistical Foundations - Question #57Machine Learning Basics
Which of the following does not belong to automatic hyperparameter optimization algorithm?
hyperparameter optimizationgrid searchrandom searchmodel-based optimization - Question #58Machine Learning Basics
The following are the description of the distribution function. distribution law. and density function of random variables. which is incorrect?
probability distributionsrandom variablesdiscrete vs continuouscumulative distribution functions - Question #59AI Overview
Python is a fully object-oriented language. Which of the following options belong to the Python object? (Multiple Choice)
Python OOPObject modelBuilt-in typesPython fundamentals - Question #60Huawei AI Development Platforms and Solutions
The following options do not belong to the scope of Huawei's full-stack solution are?
Huawei full-stack solutionapplication enablementchip developmentplatform scope - Question #61
In which year was the first introduction of "artificial intelligence"?
- Question #62Deep Learning Basics
Feature is the dimension that describes the characteristics of the sample. Regarding its interpretability in traditional machine learning and deep learning, the following statement...
Feature interpretabilityTraditional ML vs Deep LearningModel explainabilityFeature engineering - Question #63AI Overview
Which of the following is not a specific technology of artificial intelligence?
AI TechnologiesKnowledge GraphsMachine TranslationNLP Fundamentals - Question #64AI Overview
What are the application scenarios for the break statement in the Python language? (Multiple Choice)
break statementloop controlPython control flowloop termination - Question #65AI Overview
Artificial intelligence is a new technical science that studies and develops theories, methods and application systems for simulating, extending and extending human intelligence. I...
AI fundamentalsAI-ML relationshipConceptual hierarchyDefinitions - Question #66Deep Learning Basics
The loss function reflects the error between the target output and actual output of the neural network. The commonly used loss function in deep learning is:
Loss FunctionsMean Square ErrorNeural Network TrainingDeep Learning Fundamentals - Question #67Huawei AI Development Platforms and Solutions
Which of the following is an image label service URI?
image taggingAPI endpointsimage labelingcomputer vision - Question #68Deep Learning Basics
Convolutional neural networks are more suitable for image recognition problems than cyclic neural networks.
Convolutional Neural NetworksImage RecognitionRNNs vs CNNsNeural Network Architectures - Question #69Deep Learning Basics
In neural networks, weights are often shareD. Which of the following neural networks will share weights?
Weight SharingConvolutional Neural NetworksRecurrent Neural NetworksNetwork Architectures - Question #70AI Overview
Python authors deliberately design very restrictive grammars that make bad programming habits (such as the next line of if statement not indented to the right) cannot be compiled
Python syntaxIndentation enforcementLanguage design philosophyCode style - Question #71Huawei AI Development Platforms and Solutions
Which of the following items are included in the results returned when the face search service is successfully called?
Face Search APIFace RecognitionSimilarity MatchingFace Localization - Question #72Deep Learning Basics
tf.keras.datasets Can view keras The built-in data set.
TensorFlowKerasDatasetsData Loading - Question #73Machine Learning Basics
TensorFlow2.0 of keras.preprocessing The role is?
TensorFlow 2.0keras.preprocessingdata processingML pipeline - Question #74Huawei AI Development Platforms and Solutions
HiAI Mobile computing platform provides rich upper-level functional services API, Can run efficiently on mobile devices.
HiAI Mobile platformMobile computingAPI servicesHuawei platforms - Question #75Deep Learning Basics
In a neural network, knowing the weight and deviations of each neuron is the most important step. If you know the exact weights and deviations of neurons in some way, you can appro...
neural network weightsgradient descentbackpropagationiterative optimization - Question #76Deep Learning Basics
What are the mainstream deep learning open source tools? (Multiple choice)
Deep Learning FrameworksOpen Source ToolsTensorFlow/Caffe/TorchFramework Recognition - Question #77Deep Learning Basics
Which of the following options belong to Tensorflow concept? (Multiple Choice)
TensorFlow Core ConceptsComputation GraphData Types and VariablesOperations - Question #78Machine Learning Basics
The following evaluation indicators belonging to the regression algorithm are?
regression metricsmean square errorregression vs classificationmodel evaluation - Question #79Huawei AI Development Platforms and Solutions
The Python list can be identified by `[]", and the default index of the first element from left to right is 1.
Python ListsZero-based IndexingPython SyntaxData Structures - Question #80Machine Learning Basics
What is wrong description of the normal distribution?
normal distributionstandard deviationdistribution shapeprobability - Question #81Huawei AI Development Platforms and Solutions
The Python dictionary is identified by "{}", and the internal data consists of the key and its corresponding value.
Python DictionariesKey-Value PairsPython SyntaxData Structures - Question #82Huawei AI Development Platforms and Solutions
Which of the following are solutions for the Huawei Cloud El industry scenario? (Multiple Choice)
Huawei Cloud EIIndustry AI SolutionsEnterprise IntelligenceMulti-domain Applications - Question #83
Self-encoder is an unsupervised learning algorithm
- Question #84Huawei AI Development Platforms and Solutions
Tensor Yes MindSpore The storage component of the data.
TensorMindSporeData StorageFramework Components - Question #85Deep Learning Basics
Which of the following options is not a tensor attribute?
tensor attributestensor fundamentalsdeep learning data structuresframework basics - Question #86Machine Learning Basics
On the premise of ensuring data privacy and security, federated learning utilizes different data sources to cooperatively train models to improve breakthroughs in data bottlenecks.
Federated LearningData PrivacyDistributed TrainingData Bottleneck - Question #87Machine Learning Basics
The following description of machine learning is correct?
ML/DL hierarchyDeep Learning fundamentalsMachine Learning basicsAI concepts - Question #88Deep Learning Basics
The following about the standard RNN Model, the correct statement is?
RNNVanishing Gradient ProblemSequence ModelingBPTT - Question #89Deep Learning Basics
None of the following options TensorFlow2.0. The supported operators are:
TensorFlow operatorsPython operatorsAPI supportoperator compatibility - Question #90Huawei AI Development Platforms and Solutions
The face detection service will report an error when there is no face in the test image.
face detectionAPI error handlingedge casesHuawei AI services - Question #91Deep Learning Basics
Which of the following steps in deep learning are automatically completed by the model?
feature extractionautomatic feature learningdeep learning pipelinefeature engineering - Question #92
About the image content review service returned when the call is successful suggestion Field, the correct statement is?
- Question #93
Which of the following are the elements of artificial intelligence? (Multiple choice)
- Question #94
In the environment preparation for invoking HUAWEI CLOUD services, which of the following does not require confirmation of installation?
- Question #95
Which of the following are the activation functions of deep learning algorithms?
- Question #96
What are the numeric types of Python? (Multiple Choice)
- Question #97Huawei AI Development Platforms and Solutions
ModelArts Service and (). The combination of services can easily deploy the model to "end"?
Model DeploymentEdge ComputingHuawei ModelArtsHiLens - Question #98AI Overview
Which of the following is not an artificial intelligence school?
AI schools of thoughtAI foundationsAI historyknowledge representation - Question #99
What is not the optimization method in deep learning?
- Question #100Deep Learning Basics
GAN is a deep learning model and one of the most promising methods for unsupervised learning in complex distribution in recent years.
GANDeep LearningUnsupervised LearningGenerative Models