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Huawei H13-321_V2.5 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Huawei AI Ecosystem Tools | - Huawei Cloud AI Services - MindSpore Framework Basics - AI Development Toolchain |
| Topic 2: Model Development with Huawei ModelArts | - ModelArts Platform Overview - Training Models on ModelArts - AutoML Capabilities |
| Topic 3: Model Deployment and Operations | - Monitoring and Maintenance - Inference Services - Model Deployment Strategies |
| Topic 4: Data Processing | - Data Labeling and Preparation - Data Collection and Cleaning - Feature Engineering |
| Topic 5: AI Fundamentals | - AI Development Lifecycle - Common AI Use Cases in Industry - Introduction to Artificial Intelligence |
| Topic 6: Deep Learning | - Neural Network Fundamentals - Model Training and Optimization - CNN and RNN Architectures |
| Topic 7: Machine Learning | - Supervised Learning
|
| Topic 8: AI Application Development (EI) | - AI Service Integration - Enterprise Intelligence (EI) Concepts - Building AI Applications |
Huawei HCIP-AI-EI Developer V2.5 Sample Questions:
1. 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
2. Which of the following is a learning algorithm used for Markov chains?
A) Exhaustive search
B) Baum-Welch algorithm
C) Viterbi algorithm
D) Forward-backward algorithm
3. When training a deep neural network model, a loss function measures the difference between the model's predictions and the actual labels.
A) FALSE
B) TRUE
4. Mel-frequency cepstral coefficients (MFCCs) take into account human auditory characteristics by first mapping the linear spectrum to the Mel nonlinear spectrum based on auditory perception, and then converting it to the cepstral domain.
A) FALSE
B) TRUE
5. Which of the following has never been used as a method in the history of NLP?
A) Statistics-based method
B) Rule-based method
C) Deep learning-based method
D) Recursion-based method
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: B | Question # 3 Answer: B | Question # 4 Answer: B | Question # 5 Answer: D |
