Trending topic for experience design(ers): Machine learning
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This document discusses the rise of machine learning and how it has evolved from early attempts at programming computers to think intelligently to the current approach of using large datasets and neural networks. It notes that while artificial intelligence may replace some human jobs, design will still require emotional intelligence. The document also raises challenges for experience designers to design for openness across physical and digital experiences, learn the new possibilities of machine learning, and consider heuristics and ethics.
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Trending topic for experience design(ers): Machine learning
- 1. #Machine learning Peter J. Bogaards Trending topic for experience design(ers) iTED #3 - 23 januari 2015
- 2. Now watch this https://www.youtube.com/watch?v=OXA4-5x31V0
- 4. No arti鍖cial intelligence will ever replace a human designer, because design is largely about emotional intelligence.
- 5. The old way Arti鍖cial intelligence Thinking machines Intelligent systems Understanding knowledge Expert systems Marvin Minsky
- 6. Heuristically programmed ALgorithmic computer 2001: A Space Odyssey Stanley Kubrick (1968)
- 7. The new way Machine intelligence Natural language processing Image recognition Deep learning (neural networks) Feedback, learning and growing Geo鍖rey Hinton
- 9. () deep learning is when machine intelligence hits big data.
- 12. A different paradigm Instead of trying to program computers to act intelligently - an approach that hadnt worked because we dont really know what intelligence is - Arti鍖cial Intelligence now embraced a statistical, brute force approach based on analyzing vast amounts of information with powerful computers and sophisticated algorithms. (Irving Wladawsky-Berger, Wall Street Journal)
- 23. Who needs websites when you have Siri?
- 24. Challenges for experience design Design for openness (physical and digital) Give up control Learn the new possibilities Create personal, meaningful experiences across multiple everything Think heuristics and ethics
- 26. Naveen Rao (CEO Nervana Systems) Deep Learning: Intelligence from Big Data Stanford Graduate School of Business (Sep 2014) https://www.youtube.com/watch?v=czLI3oLDe8M#t=1h15m36s