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Huawei H13-321_V2.0 Exam Syllabus Topics:

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

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

1. Regarding CBOW and Skip-Gram algorithms, which of the following statements is incorrect?

A) Both CBOW and Skip-Gram can be used to train word embeddings, but Skip-Gram is faster than CBOW.
B) CBOW calculates the probability of a word appearing based on the n words preceding it or the n consecutive words before and after it.
C) Skip-Gram calculates the probabilities of several words before and after a certain word.
D) Both the CBOW model and the skip-gram model are based on the Huffman tree.


2. What are the basic tasks of image recognition? (Multiple choice)

A) Target Tracking
B) Image Classification
C) Image Segmentation
D) Object Detection


3.


4. Which of the following options is the application classification of Al chip business?

A) Compilation and training
B) Training and Inference
C) Inference and acceleration
D) Acceleration and Training


5. Gamma change is () processing, histogram equalization is () processing, mean filtering is () processing. ()

A) Overall processing, point processing, local processing
B) Local processing, point processing, and overall processing
C) Point processing, local processing, and overall processing
D) Point processing, overall processing, local processing


Solutions:

Question # 1
Answer: A
Question # 2
Answer: A,B,C,D
Question # 3
Answer: Only visible for members
Question # 4
Answer: B
Question # 5
Answer: D

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