AI English Shift · Lessons
34 free AI lessons, sentence by sentence in English, Chinese and Japanese. 34 篇免费 AI 课程，英中日逐句对照。
- F01 · From tasks to AI systems 从任务到 AI 系统
- F02 · Training, inference and adaptation 训练、推理与适应
- F03 · Tokens and the cost of text 词元与文本成本
- F04 · Vectors, embeddings and similarity 向量、嵌入与相似度
- F05 · Prediction, sampling and uncertainty 预测、采样与不确定性
- F06 · Attention, transformers and long inputs 注意力、Transformer 与长输入
- F07 · Prompts as task contracts 把提示词写成任务约定
- F08 · Context, sessions and memory 上下文、会话与记忆
- F09 · Tools, calls and execution 工具、调用与执行
- F10 · Turns, workflows and agents 轮次、工作流与智能体
- F11 · Retrieval and grounded answers 检索与有据可依的回答
- F12 · Building retrieval that finds evidence 构建能够找到证据的检索系统
- F13 · Structured outputs and reliable interfaces 结构化输出与可靠接口
- F14 · Evaluation as an engineering discipline 把评估作为工程实践
- F15 · Choosing and operating an AI system 选择与运行 AI 系统
- E01 · Anatomy of a production AI application 生产级 AI 应用的组成
- E02 · Context and retrieval systems in production 生产环境中的上下文与检索系统
- E03 · Tool-using systems and bounded autonomy 工具使用系统与有边界的自主性
- E04 · Evals, traces and experiments 评估、执行轨迹与实验
- E05 · Serving, cost and operations 服务运行、成本与运维
- E06 · Model adaptation and deeper ML 模型适配与深入机器学习
- C01 · Reading and steering a codebase 理解并引导代码库的修改
- C02 · Testing, debugging and changing code 测试、调试与代码修改
- C03 · Shipping software with AI assistance 在 AI 辅助下交付软件
- P01 · Discovering worthwhile AI problems 发现值得用 AI 解决的问题
- P02 · Defining and testing an AI product 定义与测试 AI 产品
- P03 · Adoption, economics and strategy 采用、经济性与策略
- D01 · Designing for uncertain output 为不确定的输出设计体验
- D02 · Human control and recovery 人的控制与失败恢复
- D03 · Prototyping and testing AI experiences AI 体验的原型设计与测试
- E01-case · Engineering case: a bilingual handbook assistant 工程案例：双语手册问答助手
- C02-case · Coding case: repair a misleading export 编程案例：修复误报成功的导出功能
- P02-case · Product case: should a support team launch AI drafting? 产品案例：客服团队该上线 AI 草拟回复吗？
- D02-case · Design case: make an AI answer easy to question 设计案例：让 AI 回答便于质疑与核查