• Exam Code: H13-321_V2.0
  • Exam Name: HCIP-AI-EI Developer V2.0
  • Certification Provider: Huawei
  • Corresponding Certification:HCIP AI EI
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Huawei H13-321_V2.0 Exam Syllabus Topics:

SectionObjectives
Natural Language Processing Theory and Applications- NLP Fundamentals
  • 1. Language Understanding
  • 2. NLP Application Development
  • 3. Text Processing
Image Processing Theory and Applications- Computer Vision Fundamentals
  • 1. Image Classification
  • 2. Image Recognition Applications
  • 3. Object Detection
ModelArts Platform Overview- AI Development Platform
  • 1. Model Deployment
  • 2. AI Workflow Management
  • 3. Model Training
Image Processing Labs- Practical Development
  • 1. Image Processing Experiments
  • 2. Computer Vision Implementation
Speech Processing Labs- Practical Development
  • 1. Speech AI Applications
  • 2. Speech Recognition Experiments
Huawei AI Development Strategy and AI Portfolio- Huawei AI Ecosystem
  • 1. All-Scenario AI Architecture
  • 2. Full-Stack AI Strategy
  • 3. Huawei Cloud EI Services
Speech Processing Theory and Applications- Speech AI Technologies
  • 1. Speech Processing Scenarios
  • 2. Speech Synthesis
  • 3. Speech Recognition
Natural Language Processing Labs- Practical Development
  • 1. Text Analysis Experiments
  • 2. NLP Model Applications
Neural Network Basics- Neural Network Fundamentals
  • 1. Artificial Neural Networks
  • 2. Common Neural Network Models
  • 3. Deep Learning Basics

Huawei HCIP-AI-EI Developer V2.0 Sample Questions:

Which of the following belongs to the optimizer in gradient descent? (Multiple choice)

  • A. Adaboost (Ensemble learning idea)
  • B. Adagrad (Adaptive Gradient Descent Optimizer)
  • C. momentum
  • D. Adam (improved version of the optimizer)
Reveal Solution  Discussion  0

Correct Answer: B,C,D  🗳️

What are the classifications of machine learning methods? (Multiple choice)

  • A. Reinforcement Learning
  • B. Supervised Learning
  • C. Self-supervised learning
  • D. Unsupervised Learning
  • E. Semi-supervised learning
Reveal Solution  Discussion  0

Correct Answer: A,B,C,D,E  🗳️

Which of the following options are applications of natural language processing? (Multiple choice)

  • A. Question Answering System
  • B. Automatic Summarization
  • C. Text Classification
  • D. Public Opinion Analysis
Reveal Solution  Discussion  0

Correct Answer: A,B,C,D  🗳️

The purpose of speech signal preprocessing () is to emphasize the high-frequency part of speech, remove the influence of lip radiation, and increase the high-frequency resolution of speech (please fill in Chinese)

Reveal Solution  Discussion  0

Correct Answer:

Pre-emphasis

In the Hidden Markov Model, which of the following options can be calculated using the Gaussian Mixture Model (GMM)?

  • A. Language Probability
  • B. Observation Probability
  • C. Initial Probability
  • D. Transition Probability
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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