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- 2. Google Confidential andProprietary SEE THE FUTURE 2
- 3. Mobile Everywhere &Impacts 2007 . iPhone . Android . Facebook . Youtube …
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- 5. 新經濟! ● The neweconomy is the result of the transition from a manufacturing-based economy to a service-based economy.
- 6. Google Confidential andProprietary 2007 (10 years ago) . iPhone . Android . Facebook . Youtube . Google Maps … Cloud Services
- 7. Software is Eatingthe World • Winners: digital platforms – Amazon, bookseller – Netflix, video service – Apple’s iTunes, music site – Pixar, movie production – Google, marketing platform – Skype, telecom – LinkedIn, recruiting firm – Airbnb, hotel – Uber, taxi • All software/internet companies Marc Andreessen
- 8. Top 15 InternetCompanies (美國與中國主導, 歐日困難)
- 9. 新經濟成功方程式 • User, User,User (人口紅利, 大國崛起) • Data, Data, Data (智慧服務基礎) • Disruptive business model: 羊毛出在狗身上豬來買單 • Winner takes all, 贏者全拿
- 10. Google Confidential andProprietary Next 5 Billion Users 10 Source: Internet Live Stats
- 11. Google Confidential andProprietary
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- 16. Google Confidential andProprietary Mobile First
- 17. Internet of Things •Gartner: By 2020 IoT Will Include 26 Billion Units Source: Mary Meeker
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- 19. Google Confidential andProprietary
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- 21. The Internet ofCars
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- 23. Artificial Intelligence: the Futureof Smartphone?
- 24. AlphaGo & GoogleDeepMind Enable New Wave of AI
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- 26. AI is notNew • Spam mails catching (use ML to improve rules) – Spam rate is down to 0.1 % – False positive rate to 0.05 % • Smart services using AI – Machine translation – Speech recognition – Image recognition • Computer vision on self-driving car
- 27. Why does AImatter? • Deep Learning algorithms show promising results • Big Data is rapidly growing • Scalable machine learning tools/platforms available – Tensorflow, open source software lib for ML
- 28. Progress in AI(wiki) • Super-Human – Chess, Go – Driving a car • Par-Human – OCR, Classification of images • Sub-Human – Handwriting recognition – Translation – Speech recognition – Natural Language Understanding – Many challenging problems for AI
- 29. Huge Investment inAI Startups
- 31. What AI isand isn’t ? • Domains that AI works well – Modern AI can match or exceed human in narrow domains – Knowedge that is trainable by data – Behavior that is predictable • Domains that AI didnt’ work well – AI still lacks the flexibility and generality of the human mind – Semantic-level understanding – …
- 32. 3 2 New Trends: Driven byAI and IoT
- 33. Trends: Smartphone as AISupercomputer • Tim Cook: AI is the future of smartphone • For privacy and latency reasons, some AI will run on a phone • Instantaneous AI will take augmented reality far beyond Pokémon Go
- 34. Trends: Hardware AcceleratesAI • Google’s Tensor Processing Unit (TPU) in the cloud • NVIDIA’s GPUs power deep learning neural networks • Intel acquires AI company, Nervana and Movidius • MIT: created chipset to perform AI tasks without being connected to the internet • More efforts will move deep learning from cloud to phones, smart cars, robots, …
- 35. Trends: AI atHome
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- 37. Trends: Drone: Next CameraFollows You
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- 56. The Heart of…..
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