Ricky Leung: Leveraging GenAI for Machine Learning Education in Public Health, Gebunden
Leveraging GenAI for Machine Learning Education in Public Health
- ChatGPT and R
- Publisher:
- Springer, 11/2025
- Binding:
- Gebunden
- Language:
- Englisch
- ISBN-13:
- 9783032086761
- Item number:
- 12453385
- Volume:
- 260 Pages
- Weight:
- 557 g
- Format:
- 241 x 160 mm
- Thickness:
- 20 mm
- Release date:
- 12.11.2025
- Note
-
Caution: Product is not in German language
Blurb
Part 1 Laying the Foundation.- Chapter 1 Introduction.- Chapter 2 Understanding AI and Machine Learning for Public Health.- Chapter 3 Getting Started with RStudio and ChapGPT.- Part 2 Machine Learning Techniques and Applications.- Chapter 4 Supervised Learning I: Classification Models.- Chapter 5 Supervised Learning II: Regression Models.- Chapter 6 Unsupervised Learning.- Chapter 7 Advanced Machine Learning Models.- Part 3 Ethical, Responsible, and Realworld AI Applications.- Chapter 8 Realworld Applications of Supervised Learning.- Chapter 9 Explainability and Reproducibility in Machine Learning.- Chapter 10 Future Directions and Continuous Learning in AI.