How to book Huawei Certified ICT Associate-Artificial Intelligences
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Understanding functional and technical aspects of Overview of artificial intelligence
The following will be discussed in HUAWEI H13-311 exam dumps:
- Key Planning of AI in the World
- Human-Machine Relationship in the Era of AI
- Artificial intelligence Governance
- Artificial intelligence Society in the Future
- Equity and Equity in the Era of AI
- Advancement of AI Industries
- The Past, Present, and Future of AI
Understanding functional and technical aspects of Overview of Huawei cloud EI
The following will be discussed in HUAWEI H13-311 exam dumps:
- Insights regarding Huawei Cloud EI
- Basic Services
- Idea of AI and Origin of EI
- Industry-explicit Services
- Fundamental Platform Services
Huawei H13-311-ENU Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Huawei AI Solutions & Applications | 5% | - Ascend chips, Atlas hardware, CANN - Full-stack all-scenario AI strategy - Edge/cloud AI deployment scenarios |
| Topic 2: AI Development Frameworks | 20% | - Huawei Cloud ModelArts, Ascend AI ecosystem - TensorFlow/PyTorch basics - MindSpore framework fundamentals and operations |
| Topic 3: Mathematics and Python Basics | 15% | - Python syntax, data structures, libraries: NumPy, Pandas, Matplotlib - Linear algebra, probability, statistics, calculus fundamentals |
| Topic 4: AI Overview | 15% | - Definition, history and development trends of AI - Main technical branches: ML, DL, computer vision, NLP - Typical industry applications and AI ethics |
| Topic 5: Deep Learning Overview | 25% | - Neural network structure and backpropagation - CNN, RNN/LSTM, Transformer basics - Activation, loss functions, optimizers |
| Topic 6: Machine Learning Overview | 20% | - Supervised, unsupervised, reinforcement learning - Model training, evaluation, overfitting, underfitting - Common algorithms: regression, decision tree, SVM, clustering |
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