HCIP-AI-EI Developer V2.5: H13-321_V2.5 Exam


"HCIP-AI-EI Developer V2.5", also known as H13-321_V2.5 exam, is a Huawei Certification. With the complete collection of questions and answers, ExamcollectionPass has assembled to take you through 62 Q&As to your H13-321_V2.5 Exam preparation. In the H13-321_V2.5 exam resources, you will cover every field and category in HCIP-AI EI Developer Certification helping to ready you for your successful Huawei Certification.

  • Exam Code: H13-321_V2.5
  • Exam Name: HCIP-AI-EI Developer V2.5
  • Total Questions: 62

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Huawei H13-321_V2.5 Exam Syllabus Topics:

SectionWeightObjectives
EI Model Development Fundamentals15%- Development Environment Setup
- EI Service and Architecture
- HiLens Framework and Skills
- Model Development Process
Image Recognition Application Development15%- Image Segmentation
- Image Classification Models
- Object Detection Implementation
- Transfer Learning with Pre-trained Models
Natural Language Processing Application15%- Text Preprocessing and Embedding
- Language Model Fine-tuning
- Text Classification Models
- Named Entity Recognition
ModelArts Pro Development20%- Inference Service Configuration
- Model Deployment and Management
- AutoML and Automatic Model Training
- Hyperparameter Optimization
Deep Learning Fundamentals15%- Training and Fine-tuning
- CNN and RNN Architectures
- Optimization Algorithms
- Neural Network Basics
HiLens Platform Development20%- Real-time Inference Optimization
- Edge Deployment Strategy
- Multi-modal Data Processing
- Skill Development Framework

Huawei HCIP-AI-EI Developer V2.5 Sample Questions:

Which of the following is not an algorithm for training word vectors?

  • A. Word2Vec
  • B. TextCNN
  • C. FastText
  • D. BERT
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Correct Answer: B  🗳️

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In the field of deep learning, which of the following activation functions has a derivative not greater than 0.5?

  • A. Sigmoid
  • B. SeLU
  • C. ReLU
  • D. Tanh
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Which of the following statements about the standard normal distribution are true?

  • A. The mean is 0.
  • B. The variance is 0.
  • C. The variance is 1.
  • D. The mean is 1.
Reveal Solution  Discussion  0

Correct Answer: A,C  🗳️

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Which of the following statements about the multi-head attention mechanism of the Transformer are true?

  • A. Each header's query, key, and value undergo a shared linear transformation to obtain them.
  • B. The dimension for each header is calculated by dividing the original embedded dimension by the number of headers before concatenation.
  • C. The concatenated output is fed directly into the multi-headed attention mechanism.
  • D. The multi-head attention mechanism captures information about different subspaces within a sequence.
Reveal Solution  Discussion  0

Correct Answer: B,D  🗳️

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Which of the following statements about the levels of natural language understanding are true?

  • A. Lexical analysis is to find the lexemes of a word and obtain linguistic information from them.
  • B. Pragmatic analysis is to study the influence of the language's external environment on the language users.
  • C. Semantic analysis is to analyze the structure of sentences and phrases to find out the relationship between words and phrases, as well as their functions in sentences.
  • D. Syntactic analysis is to find out the meaning of words, structural meaning, their combined meaning, so as to determine the true meaning or concept expressed by a language.
  • E. Speech analysis involves distinguishing independent phonemes from a speech stream based on phoneme rules, and then identifying syllables and their lexemes or words according to the phoneme form rules.
Reveal Solution  Discussion  0

Correct Answer: A,B,E  🗳️

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