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Ml15m2018 10-27

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Yuta Kashino
Yuta Kashino

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.

Engineering
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/ 2018-10-27 @ Machine Learning 15 mins
Yuta Kashino ( )
Yuta Kashino ( ) BakFoo, Inc. CEO Astro Physics /Observational Cosmology Zope / Python Realtime Data Platform for Enterprise PoC/Prototyping
PoC…PoC - - - - - https://www.slideshare.net/MLSE/ss-98345458
- 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/
ML/DL
The Boss
- David Ha - Francois Chollet - Jeremy Howard
AI - The Boss - - - -
- David Ha - Francois Chollet - Jeremy Howard
Francois Chollet - ParisTech ENSTA ( ) - GANism” ” obvious - - Google Brain/AI - Keras - SliceNet / Xception - Python Keras
Keras - Theano - Theano: API - Pythonic - TensorFlow - TensorFlow: - -
SliceNet/Xception - DNN - Inception V3 - - - https://qiita.com/yu4u/items/34cd33b944d8bdca142d
Francois Chollet - - - -
David Ha a.k.a - - - - - - Google Brain Resident - Google Brain/AI
- - - HyperNet - World Model - RL http://blog.otoro.net/
- JS - GA - NN - DNN - Karpathy RecurrentJS - RNN/LSTM - EA WorldModel/Hypernet/…
David Ha a.k.a - /RNN) - - - - -
Jeremy Howard - - - - Fastmail, OpticalDesicion - Enlic, doc.ai, platform.ai - : Perl, Postfix, Cyrus - Top Kaggler → Kaggle President - fast.ai
- : Web Fastmail - Perl : Perl - POP/ICMP : Postfix, Cyrus - : OpticalDesicion - : Kaggle , - Kaggle DL : Enlitic - DL : fast.ai
fast.ai - The Economist - - - PyTorch Tooling - fast.ai SOTA - Top Kaggler - DL
Jeremy Howard - - - - - -
- - - - - - -
Questions kashino@bakfoo.com @yutakashino
BakFoo, Inc. NHK NMAPS: +
BakFoo, Inc. PyConJP 2015 Python
BakFoo, Inc.
BakFoo, Inc. : SNS +

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