🧠 What’s Viral After LLMs?

TinyML, Cheap AI That Fits in Your Pocket

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👨‍🏫 Professors: Spark a Hands-On AI Movement

Join the Machine Learning Systems Education Collective, a global effort to democratize AI engineering education. We’re raising funds to provide students with the xiaoML Kit — a thumb-sized powerhouse for building AI in vision, sound, and motion.

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🛠️ What You Get

If you support our collective, I’ll personally mentor a small group of your students (3–7) through the first 4 TinyML Lab Curriculum using the xiaoML Kit:

• 📷 Image Classification
• 🧠 Object Detection
• 🔊 Keyword Spotting
• 🌀 Motion Classification & Anomaly Detection

All labs are:

• Hands-on & hardware-based
• Deployable without the cloud
• Designed to teach real ML systems skills without expensive infrastructure

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🤝 How It Works

1. You ask your class: “What’s next after LLMs?”
2. Some students might answer: “TinyML.”
3. They buy the $38 USD xiaoML Kit for each student → You/they donate to the opencollective.com/mlsysbook using the group contact email.
4. I guide them through the first 4 labs with minimal but impactful support.

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⏳ Important Details

• Deadline to join: September 20th, 2025
• Limited spots: Only three groups from BC Universities will be accepted (3–7 students per group)

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💬 Why TinyML?

• ✅ Runs AI: locally — no internet needed
• ✅ Gives: personal control over your AI
• ✅ Teaches: practical, deployable AI skills
• ✅ Works for: any field — from robotics, arts, sports, accounting to environmental science

📣 Let’s build the future of AI — one kit at a time.

Resources & Support	Additional Information
Support the cause: opencollective.com/mlsysbook Kit info: xiaoML Kit Lab Curriculum: Lab Curriculum	The QR code and link for this webpage is hpssjellis.github.io/ellis-help-tinyML-for-donation/