Andrew Ng 列出了构建 AI 应用所需的关键技能，对于开发者来说是一份实用的指南。
Andrew Ng 列出构建和部署 AI 应用所需的基本技能，包括 LLM 基础、数据基础模型、构建智能体系统、评估驱动开发、生产运营和机器学习基础。这是 AI 工程技能图谱的第二部分。
🧠 Traditional software is predictable. AI is not. What fundamental skills do developers need in o...
🧠 Traditional software is predictable. AI is not. What fundamental skills do developers need in order to build and deploy AI applications? Here's Andrew Ng's list: 🏗️ LLM foundations 📂 Grounding models with data 🤖 Building agentic systems 🧪 Evaluation-driven development ⚙️ Operating in production 📉 Machine learning foundations 🔗 This is the second installment of the AI Engineering Skills Map. Read more and sub hubs.la/Q04tRNDQ0 zI #AI p #MachineLearning e #AIEngineering neering 💬 4 🔄 1 ❤️ 10 👀 1568 📊 5 ⚡