📚 Resources 16 — Go Deeper on AI, Calmly
All free. Ordered roughly from “play right now” to “settle in for a course.”
🖱️ Play (the fastest way to get it)
- Teachable Machine — teachablemachine.withgoogle.com — train a real image/sound/pose model in your browser in five minutes, no account. The single best way to feel what training data means. Best for: everyone; it’s the heart of this module’s lab.
- Quick, Draw! — quickdraw.withgoogle.com — a neural network guesses your 20-second doodles, then shows you the thousands of drawings it learned from. Best for: seeing training data with your own eyes, and laughing.
🎬 Watch
- 3Blue1Brown — Neural Networks series (YouTube — search “3Blue1Brown neural networks”) — the gold-standard visual explanation of what a neural network actually is, with the most beautiful animations in math education. Honest note: it gets genuinely mathy from the middle of the series onward — watch episode 1, which is approachable and wonderful, and treat the rest as optional. Best for: anyone who wants one level deeper than this module.
- Crash Course Artificial Intelligence (YouTube — the “Crash Course AI” series) — a friendly, well-produced tour of AI topics (learning, neural nets, bias, language) in short episodes, no math required. Best for: bingeable breadth after this module.
đź“– Take a gentle course
- Elements of AI — elementsofai.com — the famous free course from the University of Helsinki, built to teach the general public what AI is and isn’t. Plain language, small exercises, a certificate at the end. Hundreds of thousands of ordinary people have finished it. Best for: the natural next step if this module left you hungry.
- Google’s free AI introductions (search “Google AI essentials” or visit ai.google) — Google maintains free, non-technical introductions to AI concepts and to using AI tools well at work. Best for: practical, work-focused follow-up.
đź§ How to use these
Play with Teachable Machine and Quick, Draw! first — twenty minutes, no reading. Then watch 3Blue1Brown episode 1 the next evening. If the spark catches, Elements of AI is your next month of enjoyable Sunday mornings.