Purchase Huawei : H13-321_V2.5 Exam Materials and then pass exam easily
Last Updated: Sep 13, 2026
No. of Questions: 62 Questions & Answers with Testing Engine
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Huawei H13-321_V2.5 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Deep Learning Fundamentals | 15% | - Optimization Algorithms - CNN and RNN Architectures - Neural Network Basics - Training and Fine-tuning |
| Topic 2: EI Model Development Fundamentals | 15% | - EI Service and Architecture - Model Development Process - Development Environment Setup - HiLens Framework and Skills |
| Topic 3: ModelArts Pro Development | 20% | - Hyperparameter Optimization - AutoML and Automatic Model Training - Model Deployment and Management - Inference Service Configuration |
| Topic 4: HiLens Platform Development | 20% | - Multi-modal Data Processing - Skill Development Framework - Real-time Inference Optimization - Edge Deployment Strategy |
| Topic 5: Image Recognition Application Development | 15% | - Image Segmentation - Transfer Learning with Pre-trained Models - Object Detection Implementation - Image Classification Models |
| Topic 6: Natural Language Processing Application | 15% | - Language Model Fine-tuning - Text Preprocessing and Embedding - Text Classification Models - Named Entity Recognition |
Huawei HCIP-AI-EI Developer V2.5 Sample Questions:
Maximum likelihood estimation (MLE) can be used for parameter estimation in a Gaussian mixture model (GMM).
- A. FALSE
- B. TRUE
Correct Answer: B 🗳️
Explanation: Only visible for Pass4SureQuiz members. You can sign-up / login (it's free).
Which of the following are the impacts of the development of large models?
- A. The accuracy and efficiency of natural language processing tasks will improve
- B. Data privacy and security issues will be exacerbated
- C. Model pre-training costs will be reduced
- D. Large models will completely replace small and domain-specific models
Correct Answer: A,B 🗳️
Explanation: Only visible for Pass4SureQuiz members. You can sign-up / login (it's free).
In the deep neural network (DNN)-hidden Markov model (HMM), the DNN is mainly used for feature processing, while the HMM is mainly used for sequence modeling.
- A. FALSE
- B. TRUE
Correct Answer: B 🗳️
Explanation: Only visible for Pass4SureQuiz members. You can sign-up / login (it's free).
Which of the following is a learning algorithm used for Markov chains?
- A. Baum-Welch algorithm
- B. Exhaustive search
- C. Viterbi algorithm
- D. Forward-backward algorithm
Correct Answer: A 🗳️
Explanation: Only visible for Pass4SureQuiz members. You can sign-up / login (it's free).
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. FALSE
- B. TRUE
Correct Answer: B 🗳️
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