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Huawei H13-321_V2.5 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: AI Application Development (EI) | - Building AI Applications - Enterprise Intelligence (EI) Concepts - AI Service Integration |
| Topic 2: Model Development with Huawei ModelArts | - ModelArts Platform Overview - AutoML Capabilities - Training Models on ModelArts |
| Topic 3: Machine Learning | - Supervised Learning
|
| Topic 4: Data Processing | - Data Labeling and Preparation - Data Collection and Cleaning - Feature Engineering |
| Topic 5: Model Deployment and Operations | - Inference Services - Monitoring and Maintenance - Model Deployment Strategies |
| Topic 6: AI Fundamentals | - Introduction to Artificial Intelligence - Common AI Use Cases in Industry - AI Development Lifecycle |
| Topic 7: Huawei AI Ecosystem Tools | - AI Development Toolchain - MindSpore Framework Basics - Huawei Cloud AI Services |
| Topic 8: Deep Learning | - CNN and RNN Architectures - Model Training and Optimization - Neural Network Fundamentals |
Huawei HCIP-AI-EI Developer V2.5 Sample Questions:
1. The U-Net uses an upsampling mechanism and has a fully-connected layer.
A) FALSE
B) TRUE
2. Huawei Cloud ModelArts is a one-stop AI development platform that supports multiple AI scenarios. Which of the following scenarios are supported by ModelArts?
A) Video analytics
B) Object detection
C) Image classification
D) Speech recognition
3. Transformer models outperform LSTM when analyzing and processing long-distance dependencies, making them more effective for sequence data processing.
A) FALSE
B) TRUE
4. If OpenCV is used to read an image and save it to variable "img" during image preprocessing, (h, w) = img.
shape[:2] can be used to obtain the image size.
A) FALSE
B) TRUE
5. Which of the following ModelArts training parameters is used to customize hyperparameters?
A) Hyperparameter
B) Resource Pool
C) Algorithm Type
D) Compute Nodes
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: A,B,C,D | Question # 3 Answer: B | Question # 4 Answer: B | Question # 5 Answer: A |
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