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| Section | Objectives |
|---|---|
| Huawei AI Ecosystem Tools | - AI Development Toolchain - Huawei Cloud AI Services - MindSpore Framework Basics |
| AI Fundamentals | - Introduction to Artificial Intelligence - Common AI Use Cases in Industry - AI Development Lifecycle |
| Data Processing | - Feature Engineering - Data Labeling and Preparation - Data Collection and Cleaning |
| Machine Learning | - Unsupervised Learning
|
| Model Deployment and Operations | - Model Deployment Strategies - Inference Services - Monitoring and Maintenance |
| Deep Learning | - CNN and RNN Architectures - Neural Network Fundamentals - Model Training and Optimization |
| Model Development with Huawei ModelArts | - ModelArts Platform Overview - AutoML Capabilities - Training Models on ModelArts |
| AI Application Development (EI) | - Enterprise Intelligence (EI) Concepts - AI Service Integration - Building AI Applications |
Question 1
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
Question 2
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
Question 3
Which of the following is not an algorithm for training word vectors?
A. Word2Vec
B. FastText
C. BERT
D. TextCNN
Question 4
The technologies underlying ModelArts support a wide range of heterogeneous compute resources, allowing you to flexibly use the resources that fit your needs.
A. FALSE
B. TRUE
Question 5
Which of the following is not an acoustic feature of speech?
A. Semantics
B. Amplitude
C. Duration
D. Frequency
Solutions:
| Question 1 Answer: B | Question 2 Answer: B | Question 3 Answer: D | Question 4 Answer: B | Question 5 Answer: A |
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