软件工程学生应该阅读哪本书以掌握 AI 系统设计与工程?

📄 中文摘要

要成为 AI 系统设计与工程的专家,软件工程学生需要阅读一本专门针对 AI 的书籍。这本书应当不仅仅关注复杂的数学或从头构建神经网络,而是聚焦于如何提出问题、处理不完整数据、将模型融入实际系统并在现实环境中运行。理想的书籍应当培养出不仅是 API 用户,还有 AI 工程师的能力。

📄 English Summary

Which book should a Software Engineering student read to master AI system design and engineering?

To become an expert in AI system design and engineering, software engineering students should read a book specifically focused on AI. This book should not only address complex mathematics or the creation of neural networks from scratch, but rather concentrate on how to formulate issues, handle incomplete data, integrate models into actual systems, and operate them in real-world settings. The ideal book would develop not just API users, but also AI engineers.

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数据源: OpenAI, Google AI, DeepMind, AWS ML Blog, HuggingFace 等