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Huawei H13-321_V2.5 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Data Processing | - Data Collection and Cleaning - Feature Engineering - Data Labeling and Preparation |
| Deep Learning | - CNN and RNN Architectures - Model Training and Optimization - Neural Network Fundamentals |
| Model Deployment and Operations | - Inference Services - Monitoring and Maintenance - Model Deployment Strategies |
| AI Fundamentals | - AI Development Lifecycle - Introduction to Artificial Intelligence - Common AI Use Cases in Industry |
| Huawei AI Ecosystem Tools | - MindSpore Framework Basics - AI Development Toolchain - Huawei Cloud AI Services |
| Machine Learning | - Unsupervised Learning
|
| AI Application Development (EI) | - Enterprise Intelligence (EI) Concepts - AI Service Integration - Building AI Applications |
| Model Development with Huawei ModelArts | - AutoML Capabilities - Training Models on ModelArts - ModelArts Platform Overview |
Huawei HCIP-AI-EI Developer V2.5 Sample Questions:
1. A text classification task has only one final output, while a sequence labeling task has an output in each input position.
A) TRUE
B) FALSE
2. In the field of deep learning, which of the following activation functions has a derivative not greater than 0.5?
A) SeLU
B) Tanh
C) Sigmoid
D) ReLU
3. 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 multi-head attention mechanism captures information about different subspaces within a sequence.
C) The concatenated output is fed directly into the multi-headed attention mechanism.
D) The dimension for each header is calculated by dividing the original embedded dimension by the number of headers before concatenation.
4. Which audio file formats can Huawei Cloud text-to-speech (TTS) generate?
A) WAV
B) PCM
C) AAC
D) MP3
5. The deep neural network (DNN)-hidden Markov model (HMM) does not require the HMM-Gaussian mixture model (GMM) as an auxiliary.
A) TRUE
B) FALSE
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: C | Question # 3 Answer: B,D | Question # 4 Answer: A,B,D | Question # 5 Answer: B |







