Updated: Aug 22, 2026
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| Certification Vendor: | Huawei |
| Exam Name: | HCIP-AI-EI Developer V2.0 |
| Exam Number: | H13-321_V2.0-ENU |
| Real Exam Qty: | 60 |
| Exam Price: | 300 USD |
| Related Certifications: | HCIA-AI HCIE-AI |
| Exam Format: | Single-choice, Multiple-choice, True/False, Scenario-based |
| Available Languages: | English, Chinese |
| Exam Duration: | 90 minutes |
| Passing Score: | 600/1000 |
| Certificate Validity Period: | 3 years |
| Recommended Training: | HCIP-AI-EI Developer V2.0 Official Training |
| Exam Registration: | Huawei Certification Official Pearson VUE Registration |
| Sample Questions: | Huawei H13-321_V2.0-ENU Sample Questions |
| Exam Way: | Online proctored or onsite at Pearson VUE / Huawei authorized test centers |
| Pre Condition: | Recommended: HCIA-AI certification or equivalent knowledge; 6+ months AI development experience |
| Official Syllabus URL: | https://edu.huaweicloud.com/intl/en-us/certificationindex/career/aisd.html |
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Natural Language Processing Theory and Applications | 10% | - Word representation and embedding - Text classification, NER, machine translation - BERT, GPT and pre-trained models - RNN, LSTM, GRU, Transformer architecture |
| Topic 2: Speech Processing Lab Guide | 12% | - ASR and TTS service development - Huawei Cloud Speech Interaction Service - ModelArts speech application deployment |
| Topic 3: Natural Language Processing Lab Guide | 10% | - ModelArts NLP model training and tuning - Application integration and deployment - Text classification and NER implementation |
| Topic 4: Overview of ModelArts | 4% | - Data processing, training, deployment capabilities - Development environment and tool usage - ModelArts platform positioning and architecture |
| Topic 5: Neural Network Basics | 4% | - Basic concepts of neural networks - Multilayer Perceptron (MLP) - Gradient descent and backpropagation - Activation functions and regularization |
| Topic 6: Image Processing Theory and Applications | 26% | - Image processing fundamentals - OCR and visual application development - Convolutional Neural Networks (CNN) - Image classification, object detection, segmentation |
| Topic 7: Huawei AI Strategy and Full-Stack, All-Scenario AI Portfolio | 2% | - Full-stack and all-scenario AI technology layout - Huawei AI development strategy |
| Topic 8: Speech Processing Theory and Applications | 10% | - Automatic Speech Recognition (ASR) - Text-to-Speech (TTS) technology - Speech signal characteristics and processing - Acoustic and language modeling |
| Topic 9: Image Processing Lab Guide | 12% | - Ascend-based deployment - ModelArts-based image classification - Object detection and segmentation practice |
1. Please match the following artificial intelligence algorithms and their corresponding fields
2. Which of the following steps is not included in the image preprocessing process?
A) Geometric Correction
B) Image Enhancement
C) Image Recognition
D) Grayscale transformation
3. ModelArts is a one-stop development platform for AI developers. "One-stop" refers to all aspects of AI development, including which of the following options? (Multiple choice)
A) Data processing
B) Model Training
C) Model Deployment
D) algorithm development
E) Model Management
4. The color histogram of a color image cannot be calculated.
A) False
B) True
5. In an 8-bit RGB color image, what color does (255, 255, 255) represent?
A) Red
B) Black
C) Blue
D) White
Solutions:
| Question # 1 Answer: Only visible for members | Question # 2 Answer: C | Question # 3 Answer: A,B,C,D,E | Question # 4 Answer: A | Question # 5 Answer: D |
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