Summer 2026 · Online · 5 Weeks · Ages 12–18 · Basic Python helpful 2026 暑期 · 全程线上 · 5 周实战 · 12–18 岁 · 会基础 Python 即可

Build AI That Actually Ships 这个暑假,让孩子从「会用 AI」
升级到 「会造 AI」

In 5 weeks, your child builds and deploys five real AI agents, three live online, and walks away with a portfolio they can show on college applications. 5 周线上实战,孩子亲手做出 5 个 AI 智能体项目(3 个公网上线)——一份招生官、HR 能直接打开、能验证的真实作品集。

Register Interest登记课程意向

Taught by a Microsoft senior applied scientist · bilingual · $0 in student tool costs 微软资深应用科学家主讲 · 全程双语 · 学生工具花费 $0

SCROLL向下滚动

Industry instructor · real, deployable projects · bilingual 工业界师资 · 真实可上线的项目 · 双语教学

Microsoft senior applied scientist + Kaggle Grandmaster微软资深应用科学家 + Kaggle Grandmaster
leads the course亲自主讲
5 projects / 3 deployed online5 个项目 / 3 个公网上线
not tutorials watched, real things built不是看完教程,是真的做出来
Bilingual · online · $0 in tool costs全程双语 · 线上 · 学生工具花费 $0
learn from home, nothing extra to buy在家就能上,无需额外开销
Why now为什么是现在

The bar has moved, and so has your child's starting line 规则已经变了,孩子的「起跑线」也变了

Kids who can build with AI are quietly pulling ahead of their peers. Not "someday." Now. 会用 AI 的孩子,正在悄悄拉开和同龄人的差距。不是「以后」,是现在。

86%
of employers are undergoing an AI transformation的雇主正在推进 AI 转型
Source: World Economic Forum
6.1%
new-grad CS unemployment, "can code" is no longer a moat计算机专业应届生失业率 ——「会编程」本身不再是护城河
Source: NY Fed
10M+
Common App applications, up 5%, verifiable work matters moreCommon App 申请量破千万、同比 +5% —— 越来越卷,需要真东西
Source: Common App
70%
of 2025 Congressional App Challenge winners were AI apps2025 Congressional App Challenge 获奖作品是 AI 应用
Source: Congressional App Challenge

Instead of worrying whether AI will replace your child, give them the skills to direct it. 与其担心「孩子会不会被 AI 取代」,不如让他成为驾驭 AI 的那一个。

How we solve it我们怎么解决

Not a coding hobby class. Not a research paper. A course that ships real AI products. 不是编程兴趣班,也不是写论文——是带孩子做出「能上线的 AI 产品」

Not template-copying you forget a week later不是跟着模板复刻、看完就忘的兴趣班
Not writing papers for a journal不是写 paper、发期刊的科研项目
An AI product course: your child builds demo-able, explainable, application-ready AI agents是 AI 产品训练营:陪孩子做出能演示、能讲、能放进申请的真实智能体
THE PROMISE核心承诺

We pre-build the scaffolding, front end and back end are handled. Your child writes only the AI-core parts (prompts, persona, retrieval, planning), spending their time where it actually counts. 框架我们预先搭好——前端、后端不用孩子操心。孩子只动手写与 AI 最相关的核心部分(提示词、人设、检索逻辑、规划),把精力全花在真正值钱的地方。

What your child builds孩子会亲手做出什么

5 weeks · 5 projects · 3 live online 5 周,5 个项目,3 个真正上线

01
Talks会说话

Nova · Persona Chatbot人设聊天机器人

An AI with personality, shipped to a public link anyone can open.有性格的 AI,部署到一个谁都能打开的公网链接。

02
Remembers会记忆

Lore-Expert · Knowledge Agent知识专家机器人

Feed it your sources so it answers from real material, not guesses (RAG).喂进自己的资料,让它「读过书再回答」,而不是瞎猜(RAG)。

03
Acts会动手

Trend-Scout · Research Agent联网研究智能体

Searches the web, gathers, and reports back, not just chat.会自己上网搜索、整理、汇报,而不只是聊天。

04
Plans会规划

Planning Agent规划智能体

Breaks a big task into steps and executes them (agent loop).把一个大任务拆成多步、按计划执行(agent loop)。

Delivers · Capstone出作品 · 毕业作品 PORTFOLIO CENTERPIECE作品集核心

WikiMind

One agent that chats, remembers, searches, and plans, everything combined into the project that anchors the portfolio.集聊天 + 记忆 + 搜索 + 规划于一身的综合智能体——作品集的压轴之作。

At the finish your child holds 5 GitHub projects (3 live online, anyone can try them) + a 3-minute demo video + a one-page architecture write-up. Not a certificate, real things you can open and click. 结课时,孩子手里是 5 个 GitHub 项目(其中 3 个公网在线、谁都能试用)+ 一段 3 分钟 demo 视频 + 一页架构说明。不是一张证书,是能直接打开看的真东西。

How it works5 周怎么上

One new skill each week, built, not just watched 每周一个能力,循序渐进,周周有产出

Week 1 · Talks第 1 周 · 会说话
Hello AI
Tokens, prompts, system prompts, and deployment.token、提示词、系统提示、部署上线。
Week 2 · Remembers第 2 周 · 会记忆
Knowledge Pack知识外挂
Context engineering, memory, and retrieval (RAG).上下文工程、记忆、检索增强 (RAG)。
Week 3 · Acts第 3 周 · 会动手
Bot Goes Online机器人上网了
Tool / function calling and web search.工具/函数调用、网络搜索。
Week 4 · Plans第 4 周 · 会规划
Smart Workflows智能工作流
Multi-step planning, agent loop, and guardrails.多步规划、agent loop、安全护栏。
🏆
Week 5 · Delivers第 5 周 · 出作品
Capstone毕业作品 Capstone
Combine everything into a single WikiMind agent.把所有能力合成一个 WikiMind。
Weekly rhythm每周节奏

~4 hours/week = 2h live with Chris (demo first, theory second) + 2h TA workshop where the TA shares their screen and builds alongside the whole class, that week's project gets built in session. Everything is recorded; work is submitted and answered in the Skool community. 每周约 4 小时 = 2 小时 Chris 直播主讲(先演示、后讲原理)+ 2 小时助教工作坊(助教共享屏幕带全班实做,当周项目课内就做出来)。全程录像,随时回看;作业在 Skool 社区提交、答疑。

Why this course为什么选这门课

Four things that make it work 四个让它真正奏效的理由

Scaffolding pre-built, zero setup friction框架预搭好,零门槛上手

No front/back end, your child focuses on the AI core and builds something that runs in week one.不碰前后端,孩子专注 AI 核心,第一周就能做出能跑的东西。

Taught by an industry practitioner工业界师资亲授

A Microsoft senior applied scientist + Kaggle Grandmaster, not a TA reading slides.微软资深应用科学家 + Kaggle Grandmaster 主讲,不是助教念 PPT。

Bilingual · online全程双语 · 线上

Bilingual syllabus and materials, learn from home.中英双语大纲与课件,在家就能上。

$0 in student tool costs学生工具花费 $0

AI APIs and deployment are configured by the course, no extra out-of-pocket.用到的 AI 接口、部署平台由课程统一配置,孩子不用额外掏钱。

Instructor师资

The person teaching your child builds AI for a living 教孩子的人,自己就在一线做 AI

CCChris Chen
Chris Chen
Lead Instructor主讲
Microsoft Senior Applied Scientist · Kaggle Grandmaster
Owns the course content & project design.课程内容与项目设计负责人。
What they walk away with学完能带走什么

One summer, a portfolio they can show on college applications 一个暑假,换一份能放进大学申请的作品集

  • 5 GitHub projects (3 live online, ready to try)5 个 GitHub 项目(3 个公网在线、可直接试用)
  • A 3-minute demo video + a one-page architecture write-up1 段 3 分钟 demo 视频 + 一页架构说明
  • Can explain LLMs / system prompts / RAG / tool calling / agent loop in plain language能用一句话讲清 LLM / 系统提示 / RAG / 工具调用 / agent loop
  • A real AI portfolio to attach to a résumé or college application一份可附在简历、大学申请材料里的真实 AI 作品集

A summer's investment buys not "a class attended," but AI work in your child's name, that opens, runs, and can be explained. 一个暑假的投入,换的不是「上过一门课」,而是孩子名下、能打开、能讲的 AI 作品。

AI Agent CourseAI Agent 智能体课程
$1,500 USD
  • 5 weeks: 2h/week live with Chris + 2h/week TA workshop (~20 hours)5 周课程:每周 2h Chris 直播 + 2h 助教工作坊(约 20 小时)
  • 5 projects + the WikiMind capstone5 个项目 + 毕业作品 WikiMind
  • Full workshop recordings + Skool community support工作坊全程录像 + Skool 社区答疑
  • Completion certificate (on completing the course)结业证书(完成并达标后颁发)
  • $0 in student tool costs学生工具花费 $0
Register interest & enroll登记意向并报名

Optional: bundle with the AI Coding course (ask for pricing). Enrollment is completed via a call or message for now. 可选:与「AI Coding」课程打包学习(价格请咨询)。目前报名通过咨询完成(暂未开通在线支付)。

Who it's for适合谁 / 入学要求

Honest about what it takes 把话说在前面,更靠谱

Age年龄
12–18 (roughly grades 8–12)12–18 岁(约 8–12 年级)
Background基础
Basic Python is enough, can read/write functions with if / for / return and run a script. No AI or ML background required.会基础 Python 即可——能读写带 if / for / return 的函数、能在终端跑脚本。不需要任何 AI / 机器学习基础。
No Python yet?零 Python 基础?
Build the basics first with our Course 1 · AI Coding (learn Python with Cursor), or a free 6–8 hour Python intro, either makes this much smoother.建议先打好 Python 基础——可以上我们的 课程一 · AI Coding(用 Cursor 学 Python),或自学 6–8 小时入门再来,跟起来会轻松很多。
See it in action课程实拍

Don't take our word for it, see what students built不是我们说好,是学员真做出来了

FAQ

Questions parents ask 常见问题

Basic Python is needed (functions with if/for/return); no AI background required. No Python yet? Start with Course 1 · AI Coding or a free 6–8 hour intro first.需要会基础 Python(带 if/for/return 的函数);不需要任何 AI 基础。零 Python 基础可先上 课程一 · AI Coding 或自学 6–8 小时入门。

The scaffolding is pre-built, so they only write the AI core; each week has a 2h TA workshop + full recordings + Skool support. If it isn't a fit, they can re-take the next cohort free.框架预搭好,孩子只写 AI 核心部分;每周 2h 助教带练 + 全程录像 + Skool 答疑;若跟不上或不满意,可申请免费跟读下一期重学。

No, students spend $0. AI APIs and deployment are configured by the course.不需要,学生全程花费 $0。用到的 AI 接口、部署平台由课程统一配置。

Fully online: live sessions + recordings, from home.全程线上:直播 + 录像,在家即可上课。

~4 hours/week (2h live + 2h workshop), over 5 weeks. A completion certificate (PDF) is awarded on completing the course.约 4 小时(2h 直播 + 2h 工作坊),共 5 周。完成课程并达标后颁发结业证书(PDF)。

Late June 2026 (confirm the exact date on a call). To enroll, book a free call or reach us on WeChat / email and we'll help you register.2026 年 6 月底启动(具体日期咨询确认)。报名:预约一次免费咨询,或加微信 / 邮件,我们协助完成报名与缴费。

Students may request a full refund before the end of the first week after the course starts. After that, refunds are reviewed case by case. There are no refunds after the second class unless there are exceptional circumstances.开课后第一周结束前,学生可申请全额退款。此后退款将逐案审核。第二节课之后,除特殊情况外,恕不退款。

Register interest登记课程意向

Save your spot, tell us about your child留下信息,锁定名额

Takes about 2 minutes. After you submit, you can book a free call with Andrew.大约 2 分钟。提交后即可预约 Andrew 的免费通话。

Register Interest登记课程意向

The best time to start was years ago. The second-best time is this summer. Help your child ship their first AI product. 种一棵树最好的时间是十年前,其次是现在。这个暑假,让孩子做出第一个属于自己的 AI 产品