Exam Name: HCIP-AI-Application Developer V1.0
Certification Provider: Huawei
Corresponding Certification: Huawei-certification
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Check Updated on: Aug 25, 2026
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Huawei H13-325_V1.0 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Speech Processing Theory and Applications | 10% | - Traditional speech models (GMM, HMM) - Speech processing overview - Deep neural network models for speech - RNN, LSTM, and advanced speech models - Speech recognition and synthesis applications |
| Topic 2: Natural Language Processing Theory and Applications | 10% | - Word embedding and language models - Text classification, sentiment analysis, NER - NLP fundamentals - Text preprocessing and feature engineering - Sequence models for NLP |
| Topic 3: Integrated AI Application Development | 12% | - End-to-end AI project design - ModelArts-based full lifecycle development - Application integration and optimization |
| Topic 4: NLP Lab Practices | 10% | - NLP model building and training - NLP application development - Text processing and analysis |
| Topic 5: Neural Network Basics | 4% | - Backpropagation algorithms - Deep learning fundamentals - Artificial neural networks - Neural network architecture design - Deep feedforward networks |
| Topic 6: ModelArts AI Development Platform | 4% | - Data processing and management - ModelArts architecture and functions - Model development, training, and deployment |
| Topic 7: Huawei AI Development Strategy and Portfolio | 2% | - Full-stack, all-scenario AI solutions - Huawei Cloud EI services overview |
| Topic 8: Image Processing Lab Practices | 12% | - End-to-end image application development - CNN model development on ModelArts - Image processing with Python and OpenCV |
| Topic 9: Speech Processing Lab Practices | 10% | - Speech model training and optimization - Speech application deployment - Speech feature extraction |
| Topic 10: Image Processing Theory and Applications | 26% | - Feature extraction and traditional algorithms - Image preprocessing techniques - Convolutional Neural Networks (CNN) - Digital image processing basics - Basic image processing tasks - Image classification, detection, segmentation - Computer vision overview |
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