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Huawei H13-321_V2.0-ENU Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Speech Processing Lab Guide12%- ASR and TTS service development
- ModelArts speech application deployment
- Huawei Cloud Speech Interaction Service
Topic 2: Neural Network Basics4%- Gradient descent and backpropagation
- Activation functions and regularization
- Multilayer Perceptron (MLP)
- Basic concepts of neural networks
Topic 3: Overview of ModelArts4%- ModelArts platform positioning and architecture
- Data processing, training, deployment capabilities
- Development environment and tool usage
Topic 4: Image Processing Theory and Applications26%- Image processing fundamentals
- Convolutional Neural Networks (CNN)
- Image classification, object detection, segmentation
- OCR and visual application development
Topic 5: Image Processing Lab Guide12%- ModelArts-based image classification
- Object detection and segmentation practice
- Ascend-based deployment
Topic 6: Natural Language Processing Lab Guide10%- Text classification and NER implementation
- Application integration and deployment
- ModelArts NLP model training and tuning
Topic 7: Huawei AI Strategy and Full-Stack, All-Scenario AI Portfolio2%- Full-stack and all-scenario AI technology layout
- Huawei AI development strategy
Topic 8: Natural Language Processing Theory and Applications10%- RNN, LSTM, GRU, Transformer architecture
- Text classification, NER, machine translation
- Word representation and embedding
- BERT, GPT and pre-trained models
Topic 9: Speech Processing Theory and Applications10%- Text-to-Speech (TTS) technology
- Acoustic and language modeling
- Speech signal characteristics and processing
- Automatic Speech Recognition (ASR)

Huawei HCIP-AI-EI Developer V2.0 Sample Questions:

1. What are the preset object detection models supported by ModelArts? (Multiple choice)

A) Inception_v3
B) Faster_RCNN_RestNet_v1_50
C) Faster_RCNN_RestNet_v2_50
D) RestNet_v1_50


2. When taking a photo of a document with a mobile phone, the document in the image will be distorted due to the shooting angle. You can find the coordinates of () corresponding key points, perform () transformation on the image, and correct the document image.

A) 3, Perspective
B) 3, affine
C) 4, affine
D) 4, Perspective


3. When using GMM-HMM for single word recognition, only one GMM model in a model needs to be trained.

A) False
B) True


4. A model that mixes several linear models is called a linear mixed model.

A) False
B) True


5. ModelArts automatic learning will automatically search for the best neural network architecture, hyperparameters, and automatically perform data enhancement, without the need for user coding and parameter adjustment, and the threshold is very low.

A) False
B) True


Solutions:

Question # 1
Answer: B,C
Question # 2
Answer: D
Question # 3
Answer: A
Question # 4
Answer: B
Question # 5
Answer: B

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