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| Section | Weight | Objectives |
|---|---|---|
| AI Business Process Overview | 15% | - Data preparation and processing - Model deployment and maintenance - AI project lifecycle and requirements analysis |
| AI Overview | 10% | - Development stages and typical applications - Huawei full-stack all-scenario AI strategy - Definition and history of AI |
| AI Development Framework | 20% | - Model building, training, and deployment - Ascend AI processor and software ecosystem - MindSpore framework overview and features |
| Cutting-edge AI Applications | 5% | - Latest trends and development directions - AI in industry, healthcare, transportation, etc. |
| Basics of Deep Learning and Foundation Models | 30% | - Convolutional neural networks, recurrent neural networks - Neural network basics - Introduction to foundation models and large models - Deep learning training and optimization |
| Machine Learning Overview | 20% | - Common algorithms and model evaluation methods - Supervised learning, unsupervised learning, reinforcement learning - Basic concepts and classification |
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