This document discusses three experts in machine learning and artificial intelligence: Francois Chollet, David Ha, and Jeremy Howard. It provides background information on each expert's work, including Francois Chollet creating the Keras deep learning library, David Ha doing research at Google Brain, and Jeremy Howard founding the fast.ai library and being a top Kaggle competitor. The document also mentions the company BakFoo and asks if there are any questions.

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2018-10-27 @ Machine Learning 15 mins

2. Yuta Kashino ( )

3. Yuta Kashino ( )
BakFoo, Inc. CEO
Astro Physics /Observational Cosmology
Zope / Python
Realtime Data Platform for Enterprise
PoC/Prototyping

4. PoC…PoC
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https://www.slideshare.net/MLSE/ss-98345458

5. - AI:
- Has Deep Learning peaked?
- ArXiv,
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https://www.gartner.co.jp/press/pdf/pr20181025-01.pdf
https://www.reddit.com/r/MachineLearning/comments/7yijxh/d_has_deep_learning_peaked/

6. ML/DL

8. The Boss

11. - David Ha
- Francois Chollet
- Jeremy Howard

12. AI
- The Boss
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13. - David Ha
- Francois Chollet
- Jeremy Howard

14. Francois Chollet
- ParisTech ENSTA ( )
- GANism” ” obvious
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- Google Brain/AI
- Keras
- SliceNet / Xception
- Python Keras

15. Keras
- Theano
- Theano: API
- Pythonic
- TensorFlow
- TensorFlow:
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16. SliceNet/Xception
- DNN
- Inception V3
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https://qiita.com/yu4u/items/34cd33b944d8bdca142d

17. Francois Chollet
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18. David Ha a.k.a
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- Google Brain Resident
- Google Brain/AI

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- HyperNet
- World Model
- RL
http://blog.otoro.net/

20. - JS
- GA
- NN
- DNN
- Karpathy RecurrentJS
- RNN/LSTM
- EA WorldModel/Hypernet/…

21. David Ha a.k.a
- /RNN)
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22. Jeremy Howard
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- Fastmail, OpticalDesicion
- Enlic, doc.ai, platform.ai
- : Perl, Postfix, Cyrus
- Top Kaggler → Kaggle President
- fast.ai

23. - : Web Fastmail
- Perl : Perl
- POP/ICMP : Postfix, Cyrus
- : OpticalDesicion
- : Kaggle ,
- Kaggle DL : Enlitic
- DL : fast.ai

24. fast.ai
- The Economist
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- PyTorch Tooling
- fast.ai SOTA
- Top Kaggler
- DL

25. Jeremy Howard
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27. Questions
kashino@bakfoo.com
@yutakashino

28. BakFoo, Inc.
NHK NMAPS: +

29. BakFoo, Inc.
PyConJP 2015
Python

30. BakFoo, Inc.

31. BakFoo, Inc.
: SNS +