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Ml15m2018 10-27

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Ml15m2018 10-27

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Ml15m2018 10-27

  1. 1. / 2018-10-27 @ Machine Learning 15 mins
  2. 2. Yuta Kashino ( )
  3. 3. Yuta Kashino ( ) BakFoo, Inc. CEO Astro Physics /Observational Cosmology Zope / Python Realtime Data Platform for Enterprise PoC/Prototyping
  4. 4. PoC…PoC - - - - - https://www.slideshare.net/MLSE/ss-98345458
  5. 5. - AI: - Has Deep Learning peaked? - ArXiv, … - … - 2 https://www.gartner.co.jp/press/pdf/pr20181025-01.pdf https://www.reddit.com/r/MachineLearning/comments/7yijxh/d_has_deep_learning_peaked/
  6. 6. ML/DL
  7. 7. The Boss
  8. 8. - David Ha - Francois Chollet - Jeremy Howard
  9. 9. AI - The Boss - - - -
  10. 10. - David Ha - Francois Chollet - Jeremy Howard
  11. 11. Francois Chollet - ParisTech ENSTA ( ) - GANism” ” obvious - - Google Brain/AI - Keras - SliceNet / Xception - Python Keras
  12. 12. Keras - Theano - Theano: API - Pythonic - TensorFlow - TensorFlow: - -
  13. 13. SliceNet/Xception - DNN - Inception V3 - - - https://qiita.com/yu4u/items/34cd33b944d8bdca142d
  14. 14. Francois Chollet - - - -
  15. 15. David Ha a.k.a - - - - - - Google Brain Resident - Google Brain/AI
  16. 16. - - - HyperNet - World Model - RL http://blog.otoro.net/
  17. 17. - JS - GA - NN - DNN - Karpathy RecurrentJS - RNN/LSTM - EA WorldModel/Hypernet/…
  18. 18. David Ha a.k.a - /RNN) - - - - -
  19. 19. Jeremy Howard - - - - Fastmail, OpticalDesicion - Enlic, doc.ai, platform.ai - : Perl, Postfix, Cyrus - Top Kaggler → Kaggle President - fast.ai
  20. 20. - : Web Fastmail - Perl : Perl - POP/ICMP : Postfix, Cyrus - : OpticalDesicion - : Kaggle , - Kaggle DL : Enlitic - DL : fast.ai
  21. 21. fast.ai - The Economist - - - PyTorch Tooling - fast.ai SOTA - Top Kaggler - DL
  22. 22. Jeremy Howard - - - - - -
  23. 23. - - - - - - -
  24. 24. Questions kashino@bakfoo.com @yutakashino
  25. 25. BakFoo, Inc. NHK NMAPS: +
  26. 26. BakFoo, Inc. PyConJP 2015 Python
  27. 27. BakFoo, Inc.
  28. 28. BakFoo, Inc. : SNS +

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