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Huawei H13-321_V2.5 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| AI Fundamentals | - Common AI Use Cases in Industry - AI Development Lifecycle - Introduction to Artificial Intelligence |
| AI Application Development (EI) | - Building AI Applications - Enterprise Intelligence (EI) Concepts - AI Service Integration |
| Machine Learning | - Unsupervised Learning
|
| Model Deployment and Operations | - Inference Services - Model Deployment Strategies - Monitoring and Maintenance |
| Data Processing | - Data Labeling and Preparation - Data Collection and Cleaning - Feature Engineering |
| Model Development with Huawei ModelArts | - AutoML Capabilities - Training Models on ModelArts - ModelArts Platform Overview |
| Huawei AI Ecosystem Tools | - AI Development Toolchain - Huawei Cloud AI Services - MindSpore Framework Basics |
| Deep Learning | - Neural Network Fundamentals - CNN and RNN Architectures - Model Training and Optimization |
Huawei HCIP-AI-EI Developer V2.5 Sample Questions:
Question 1
The deep neural network (DNN)-hidden Markov model (HMM) does not require the HMM-Gaussian mixture model (GMM) as an auxiliary.
A. FALSE
B. TRUE
Question 2
-------- is a text representation method based on the bag of words (BoW) model. It decomposes words into subwords and then adds the vector representations of the subwords to obtain word vectors, fully utilizing character N-gram information. (Fill in the blank.)
Question 3
In an image preprocessing experiment, the cv2.imread("lena.png", 1) function provided by OpenCV is used to read images. The parameter "1" in this function represents a --------- -channel image. (Fill in the blank with a number.)
Question 4
Maximum likelihood estimation (MLE) can be used for parameter estimation in a Gaussian mixture model (GMM).
A. FALSE
B. TRUE
Question 5
Which of the following is a learning algorithm used for Markov chains?
A. Exhaustive search
B. Viterbi algorithm
C. Forward-backward algorithm
D. Baum-Welch algorithm
Solutions:
| Question 1 Answer: A | Question 2 Answer: Only visible for members | Question 3 Answer: Only visible for members | Question 4 Answer: B | Question 5 Answer: D |
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