@techNmak: 终极 AI/ML 学习资源栈。从基础到生产系统。20 本书。5 个类别。基础:→ Han…

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精选 20 本图书,涵盖 5 个类别,帮助你从基础到生产系统学习 AI/ML。

终极 AI/ML 学习资源栈。 从基础到生产系统。 20 本书。5 个类别。 基础: → Hands-On ML with Scikit-Learn, Keras & TensorFlow (Géron) → Data Engineering with Python → Storytelling with Data (Knaflic) 时间序列: → Modern Time Series Forecasting with Python → Applied Time Series Analysis and Forecasting 系统设计: → Designing Machine Learning Systems (Huyen) → AI Engineering (Huyen) → Solutions Architect's Handbook → Practical ML for Computer Vision GenAI: → LLM Design Patterns (Ken Huang) → Generative AI with LangChain → Generative Deep Learning (O'Reilly) → AI Agents in Practice → Architecting AI Software Systems 产品/战略: → The Profitable AI Advantage → Your AI Survival Guide → Reimagined: Building Products with Generative AI 收藏这个资源栈。
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终极 AI/ML 学习栈

从基础到生产系统。

20 本书。5 大类别。

基础: → Hands-On ML with Scikit-Learn, Keras & TensorFlow (Géron) → Data Engineering with Python → Storytelling with Data (Knaflic)

时间序列: → Modern Time Series Forecasting with Python → Applied Time Series Analysis and Forecasting

系统设计: → Designing Machine Learning Systems (Huyen) → AI Engineering (Huyen) → Solutions Architect’s Handbook → Practical ML for Computer Vision

生成式 AI: → LLM Design Patterns (Ken Huang) → Generative AI with LangChain → Generative Deep Learning (O’Reilly) → AI Agents in Practice → Architecting AI Software Systems

产品/战略: → The Profitable AI Advantage → Your AI Survival Guide → Reimagined: Building Products with Generative AI

收藏此学习栈。

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