Exam Name: HCIP-AI-MindSpore Developer V1.0
Certification Provider: Huawei
Corresponding Certification: Huawei-certification
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Huawei H13-331_V1.0 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: MindSpore Introduction and API Details | 18% | - MindSpore Lite architecture and features - Development trends and challenges of AI frameworks - Core APIs and usage - MindSpore architecture and core features |
| Topic 2: Model Migration and Distributed Training | 20% | - Model migration from other frameworks - Performance optimization techniques - Distributed training principles and configuration |
| Topic 3: Inference and Deployment | 12% | - Edge and device-side deployment with MindSpore Lite - Model conversion and optimization - Cloud-side inference deployment |
| Topic 4: Neural Network Basics | 18% | - Convolutional Neural Networks (CNN) - Generative Adversarial Networks (GAN) - Basic concepts of neural networks - Recurrent Neural Networks (RNN) |
| Topic 5: MindSpore Features and Applications | 24% | - Data processing and loading - Computation graph and automatic differentiation - Model saving and loading - Model building and training workflow |
| Topic 6: Application Development | 8% | - Natural language processing applications - Image processing applications |
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