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Huawei H13-321_V2.5 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Deep Learning Fundamentals | 15% | - Optimization Algorithms - Neural Network Basics - Training and Fine-tuning - CNN and RNN Architectures |
| ModelArts Pro Development | 20% | - Model Deployment and Management - Hyperparameter Optimization - AutoML and Automatic Model Training - Inference Service Configuration |
| HiLens Platform Development | 20% | - Real-time Inference Optimization - Skill Development Framework - Multi-modal Data Processing - Edge Deployment Strategy |
| EI Model Development Fundamentals | 15% | - Development Environment Setup - HiLens Framework and Skills - Model Development Process - EI Service and Architecture |
| Image Recognition Application Development | 15% | - Object Detection Implementation - Image Segmentation - Image Classification Models - Transfer Learning with Pre-trained Models |
| Natural Language Processing Application | 15% | - Text Preprocessing and Embedding - Named Entity Recognition - Language Model Fine-tuning - Text Classification Models |
Huawei HCIP-AI-EI Developer V2.5 Sample Questions:
If a scanned document is not properly placed, and the text is tilted, it is difficult to recognize the characters in the document. Which of the following techniques can be used for correction in this case?
- A. Affine transformation
- B. Grayscale transformation
- C. Perspective transformation
- D. Rotational transformation
Correct Answer: A,D 🗳️
Explanation: Only visible for Prep4cram members. You can sign-up / login (it's free).
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. TRUE
- B. FALSE
Correct Answer: A 🗳️
Explanation: Only visible for Prep4cram members. You can sign-up / login (it's free).
Which of the following has never been used as a method in the history of NLP?
- A. Rule-based method
- B. Recursion-based method
- C. Statistics-based method
- D. Deep learning-based method
Correct Answer: B 🗳️
Explanation: Only visible for Prep4cram members. You can sign-up / login (it's free).
The mAP evaluation metric in object detection combines accuracy and recall.
- A. TRUE
- B. FALSE
Correct Answer: B 🗳️
Explanation: Only visible for Prep4cram members. You can sign-up / login (it's free).
Which of the following statements about the levels of natural language understanding are true?
- A. Lexical analysis is to find the lexemes of a word and obtain linguistic information from them.
- B. Pragmatic analysis is to study the influence of the language's external environment on the language users.
- C. Speech analysis involves distinguishing independent phonemes from a speech stream based on phoneme rules, and then identifying syllables and their lexemes or words according to the phoneme form rules.
- D. Semantic analysis is to analyze the structure of sentences and phrases to find out the relationship between words and phrases, as well as their functions in sentences.
- E. Syntactic analysis is to find out the meaning of words, structural meaning, their combined meaning, so as to determine the true meaning or concept expressed by a language.
Correct Answer: A,B,C 🗳️
Explanation: Only visible for Prep4cram members. You can sign-up / login (it's free).
