- Exam Code: H13-311-ENU
- Exam Name: HCIA-AI (Huawei Certified ICT Associate-Artificial Intelligence)
- Updated: Sep 08, 2026
- Q & A: 175 Questions and Answers
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The registration for the Huawei Certified ICT Associate-Artificial Intelligence follows the steps given below.
| Section | Weight | Objectives |
|---|---|---|
| AI Overview | 15% | - Typical industry applications and AI ethics - Main technical branches: ML, DL, computer vision, NLP - Definition, history and development trends of AI |
| Deep Learning Overview | 25% | - CNN, RNN/LSTM, Transformer basics - Neural network structure and backpropagation - Activation, loss functions, optimizers |
| Huawei AI Solutions & Applications | 5% | - Ascend chips, Atlas hardware, CANN - Edge/cloud AI deployment scenarios - Full-stack all-scenario AI strategy |
| Machine Learning Overview | 20% | - Supervised, unsupervised, reinforcement learning - Common algorithms: regression, decision tree, SVM, clustering - Model training, evaluation, overfitting, underfitting |
| AI Development Frameworks | 20% | - MindSpore framework fundamentals and operations - TensorFlow/PyTorch basics - Huawei Cloud ModelArts, Ascend AI ecosystem |
| Mathematics and Python Basics | 15% | - Python syntax, data structures, libraries: NumPy, Pandas, Matplotlib - Linear algebra, probability, statistics, calculus fundamentals |
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