Data Centric Artificial Intelligence: A Beginner’s Guide
| Main Authors: | , , , |
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| Corporate Author: | |
| Summary: | XII, 127 p. 42 illus., 34 illus. in color. text |
| Language: | English |
| Published: |
Singapore :
Springer Nature Singapore : Imprint: Springer,
2023.
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| Edition: | 1st ed. 2023. |
| Series: | Data-Intensive Research,
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| Subjects: | |
| Online Access: | https://doi.org/10.1007/978-981-99-6353-9 |
| Format: | Electronic Book |
Table of Contents:
- Introduction
- Model-Centric AI
- Data-Centric Principles for AI Engineering
- Mathematical Foundation for Data Centric AI
- Data-Centric AI
- Data-Centric AI in healthcare
- Data-Centric AI in Mechanical Engineering
- Data-Centric AI in Information Communication and Technology
- Conclusion.