Understanding functional and technical aspects of Python programming basics
The following will be discussed in HUAWEI H13-311 exam dumps:
- Restrictive and Loop Statements
- Records and Tuples
- Prologue to Python
- Article Oriented Programming
- Customary Expressions
- Strings
- Date and Time
- Record Manipulation
- Word references
- Capacities
Understanding functional and technical aspects of Overview of Huawei cloud EI
The following will be discussed in HUAWEI H13-311 exam dumps:
- Idea of AI and Origin of EI
- Basic Services
- Fundamental Platform Services
- Insights regarding Huawei Cloud EI
- Industry-explicit Services
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Huawei H13-311-ENU Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Mathematics and Python Basics | 15% | - Python syntax, data structures, libraries: NumPy, Pandas, Matplotlib - Linear algebra, probability, statistics, calculus fundamentals |
| Topic 2: 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 3: Deep Learning Overview | 25% | - CNN, RNN/LSTM, Transformer basics - Neural network structure and backpropagation - Activation, loss functions, optimizers |
| Topic 4: Huawei AI Solutions & Applications | 5% | - Ascend chips, Atlas hardware, CANN - Full-stack all-scenario AI strategy - Edge/cloud AI deployment scenarios |
| Topic 5: Machine Learning Overview | 20% | - Model training, evaluation, overfitting, underfitting - Supervised, unsupervised, reinforcement learning - Common algorithms: regression, decision tree, SVM, clustering |
| Topic 6: AI Development Frameworks | 20% | - MindSpore framework fundamentals and operations - Huawei Cloud ModelArts, Ascend AI ecosystem - TensorFlow/PyTorch basics |
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