Andrew Ng 列出了构建 AI 应用所需的关键技能，对于开发者来说非常有用，特别是对于想要进入 AI 领域的人来说。
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、以评估为导向的开发、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 or...
🧠 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 subsc hubs.ly/Q04tScx10 U #AI t #MachineLearning e #AIEngineering neering 💬 4 🔄 1 ❤️ 16 👀 1863 📊 7 ⚡