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Huawei H13-321_V2.5 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Data Processing | - Data Labeling and Preparation - Feature Engineering - Data Collection and Cleaning |
| AI Fundamentals | - Common AI Use Cases in Industry - Introduction to Artificial Intelligence - AI Development Lifecycle |
| AI Application Development (EI) | - AI Service Integration - Building AI Applications - Enterprise Intelligence (EI) Concepts |
| Machine Learning | - Supervised Learning
|
| Deep Learning | - Neural Network Fundamentals - CNN and RNN Architectures - Model Training and Optimization |
| Huawei AI Ecosystem Tools | - MindSpore Framework Basics - Huawei Cloud AI Services - AI Development Toolchain |
| Model Development with Huawei ModelArts | - ModelArts Platform Overview - AutoML Capabilities - Training Models on ModelArts |
| Model Deployment and Operations | - Inference Services - Monitoring and Maintenance - Model Deployment Strategies |
Huawei HCIP-AI-EI Developer V2.5 Sample Questions:
1. What are the advantages of deep learning-based speech recognition algorithms?
A) Automated feature extraction
B) Forced alignment of annotated data
C) End-to-end task processing
D) No data training
2. Overfitting is a condition where a model is overly simple and excessive generalization errors occur.
A) TRUE
B) FALSE
3. Which audio file formats can Huawei Cloud text-to-speech (TTS) generate?
A) PCM
B) MP3
C) AAC
D) WAV
4. In the field of deep learning, which of the following activation functions has a derivative not greater than 0.5?
A) ReLU
B) Tanh
C) SeLU
D) Sigmoid
5. The basic operations of morphological processing include dilation and erosion. These operations can be combined to achieve practical algorithms such as opening and closing operations.
A) TRUE
B) FALSE
Solutions:
| Question # 1 Answer: A,C | Question # 2 Answer: B | Question # 3 Answer: A,B,D | Question # 4 Answer: D | Question # 5 Answer: A |
