# 正文

- [一、概述](/shift-ai-models-to-real-world-products/zheng-wen/ch01_overview.md)
- [二、机器学习项目过程](/shift-ai-models-to-real-world-products/zheng-wen/ch02_lifecycle-of-a-ml-project.md)
- [三、机器学习项目团队组成](/shift-ai-models-to-real-world-products/zheng-wen/ch03_ml-teams.md)
- [四、产品经理的工作挑战](/shift-ai-models-to-real-world-products/zheng-wen/ch04_product-manager-challenge.md)
- [五、项目售前与解决方案](/shift-ai-models-to-real-world-products/zheng-wen/ch05_project-consulting-and-solutions.md)
- [六、产品/项目启动](/shift-ai-models-to-real-world-products/zheng-wen/ch06_project-or-product-setup.md)
- [七、数据采集、标注与管理](/shift-ai-models-to-real-world-products/zheng-wen/ch07_data-collection-labeling-and-management.md)
- [八、训练与调试](/shift-ai-models-to-real-world-products/zheng-wen/ch08_training-and-debugging.md)
- [九、模型部署与测试](/shift-ai-models-to-real-world-products/zheng-wen/ch09_deployment-and-testing.md)
- [十、机器学习的 DevOps](/shift-ai-models-to-real-world-products/zheng-wen/ch10_ml-devops.md)
- [十一、项目交付](/shift-ai-models-to-real-world-products/zheng-wen/ch11_project-delivery.md)