Exam Name: HCIP-AI-EI Developer V2.0
Certification Provider: Huawei
Corresponding Certification: HCIP AI EI
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Huawei H13-321_V2.0-ENU Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Natural Language Processing Lab Guide | 10% | - Text classification and NER implementation - Application integration and deployment - ModelArts NLP model training and tuning |
| Topic 2: Speech Processing Theory and Applications | 10% | - Text-to-Speech (TTS) technology - Acoustic and language modeling - Speech signal characteristics and processing - Automatic Speech Recognition (ASR) |
| Topic 3: Huawei AI Strategy and Full-Stack, All-Scenario AI Portfolio | 2% | - Huawei AI development strategy - Full-stack and all-scenario AI technology layout |
| Topic 4: Neural Network Basics | 4% | - Multilayer Perceptron (MLP) - Activation functions and regularization - Basic concepts of neural networks - Gradient descent and backpropagation |
| Topic 5: Image Processing Theory and Applications | 26% | - Convolutional Neural Networks (CNN) - Image classification, object detection, segmentation - Image processing fundamentals - OCR and visual application development |
| Topic 6: Natural Language Processing Theory and Applications | 10% | - Text classification, NER, machine translation - RNN, LSTM, GRU, Transformer architecture - Word representation and embedding - BERT, GPT and pre-trained models |
| Topic 7: Image Processing Lab Guide | 12% | - ModelArts-based image classification - Object detection and segmentation practice - Ascend-based deployment |
| Topic 8: Overview of ModelArts | 4% | - ModelArts platform positioning and architecture - Data processing, training, deployment capabilities - Development environment and tool usage |
| Topic 9: Speech Processing Lab Guide | 12% | - Huawei Cloud Speech Interaction Service - ASR and TTS service development - ModelArts speech application deployment |
Huawei HCIP-AI-EI Developer V2.0 Sample Questions:
Language model can be used to dynamically generate word vectors for each word.
- A. True
- B. False
Correct Answer: A 🗳️
In TensorFlow2.0, the Adam optimizer is a built-in optimizer of the keras module.
- A. True
- B. False
Correct Answer: A 🗳️
The Markov characteristic in the HMM model is reflected in the fact that the occurrence of the state at the next time point is related to all historical states.
- A. True
- B. False
Correct Answer: B 🗳️
Huawei Cloud EI Enterprise Intelligence provides a variety of efficient services. Which of the following is the correct specific process for users to use the services?
- A. Get request authentication - Apply for service - View service usage information - Call API
- B. Apply for service - Call API - Obtain request authentication - View service usage information
- C. Get request authentication - Apply for service - Call API - View service usage information
- D. Apply for service-obtain request authentication-call API-view service usage information
Correct Answer: D 🗳️
The color histogram of a color image cannot be calculated.
- A. True
- B. False
Correct Answer: B 🗳️
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