Exam Name: HCIA-AI (Huawei Certified ICT Associate-Artificial Intelligence)
Certification Provider: Huawei
Corresponding Certification: Huawei-certification
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Huawei H13-311-ENU Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Mathematics and Python Basics | 20% | - Python programming fundamentals - Data processing and visualization - Linear algebra, probability and statistics |
| AI Development Frameworks | 12% | - Huawei MindSpore framework introduction - TensorFlow basics and usage |
| Deep Learning Overview | 25% | - Training mechanisms and optimization - Neural network fundamentals - CNN, RNN and basic architectures |
| Artificial Intelligence Overview | 15% | - Huawei AI strategy and full-stack architecture - History and development of AI - AI technology and application fields |
| Huawei AI Platform & Applications | 8% | - Typical AI application scenarios - Huawei Cloud EI and ModelArts - Ascend computing platform and Atlas series |
| Machine Learning Overview | 20% | - Basic concepts and classification - Model training and evaluation - Common algorithms and models |
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