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Adapt or Die: Keynote with Anant Jhingran

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Anant Jhingran's afternoon keynote presentation at Adapt or Die in Sydney & London.

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Adapt or Die: Keynote with Anant Jhingran

  1. 1. Anant Jhingran AI will rock your world
  2. 2. AI? Artificial Intelligence or IA? Intelligence Amplification
  3. 3. AI? Artificial Intelligence or IA? Intelligence Amplification
  4. 4. Underneath it all is machine learning
  5. 5. Underneath it all is machine learning data algorithmscomputations
  6. 6. OutputInput Most transformative is Neural Networks
  7. 7. Neural net models learn from examples Cat Dog Car Apple Flower
  8. 8. After a model is trained, you can test it Cat ? Cat Dog Car Apple Flower
  9. 9. Powerful functions that neural nets can learn Rice Restaurants in Seoul Hello! Grey tabby cat sitting on top of two suitcases
  10. 10. Reinforcement Learning Agent Environment Observations Actions
  11. 11. DeepMind
  12. 12. Street number Street name Sign Sign Business name Traffic light Traffic signStreet number Street View
  13. 13. Research at Google “Deep Learning for Robots: Learning from Large-Scale Interaction”, Google Research Blog, posted March 2016
  14. 14. Rapidly accelerating use of deep learning at Google 2012 201520142013 and more …
  15. 15. Google Photos [glacier]
  16. 16. Google Photos [dog]
  17. 17. Google PhotosGoogle Translate
  18. 18. Inbox by Gmail Smart reply 10% of all responses sent on mobile
  19. 19. Search RankBrain: a deep neural network for search ranking #3 signal for Search ranking, out of hundreds machine learning for search engines
  20. 20. Machine learning use cases Structured Data Classification/Regression Customer Churn Analysis Product Diagnostics Forecasting Recommendation Content Personalization Product X-Sells/Up-Sells Image Analytics Identify damaged shipments Explicit Content Classification Identify “styles” in images Text Analytics Call Center log analysis Language Identification Topic Classification Sentiment Analysis Unstructured Data Anomaly Detection Fraud Detection Asset Sensor Diagnostics Log Metric Anomalies Speech Analytics Chatbots Call Center Applications
  21. 21. TensorFlow #1 repository for “machine learning” on GitHub
  22. 22. Ready to use Machine Learning models Use your own data to train models Cloud Vision API Cloud Speech API Cloud Translate API Cloud Natural Language API Beta GA GA Beta Cloud Storage GA Google BigQuery GA Cloud Machine Learning Beta Cloud Datalab Beta TensorFlow OSS Develop Model Test
  23. 23. will be deeply affected by AI APIs
  24. 24. AI APIswill deeply affect
  25. 25. What if you kept thinking that the 20 year old is your consumer…
  26. 26. What if you kept thinking that the 20 year old is your consumer… While the world rapidly moved here?
  27. 27. You have to embed intelligence into every interaction
  28. 28. What if you kept thinking that AI is for esoteric applications?
  29. 29. What if you kept thinking that AI is for esoteric applications? In reality, every application will become a learning application.
  30. 30. You have to embed intelligence into every application, into every API
  31. 31. What if you thought your network ended in your four walls?
  32. 32. What if you thought your network ended in your four walls? But in reality…
  33. 33. You have to embed intelligence at the Edge — for operations, customers, and security
  34. 34. Technology will be easy. You have to focus on people and you have to focus on organization
  35. 35. Artificial intelligence is already making a huge difference and there are many, many more opportunities.

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