CMU#44で発表した、普通のWEBエンジニアがいかにして機械学習を勉強して、自分でプロダクト開発出来るようになったかをお話した内容。

1. WEB
mofmof inc.

2. • @harada4atsushi
• mofmof inc.
• Rails
•
• Ruby/Python/Machine Learning
•
• @harada4atsushi

3. mofmof inc.
•
• 3 WEB
MVP
• Peers
• Bot My-
ope

6. • AI
• Leap Mind
• Talent Base
• ABEJA Platform
• Microsoft
• SENSY
•

9. •
•
•
•
•

10. •
• Coursera
•
• scikit-learn
• Tensor Flow
• Python

11. • (Slide Share)"
http://www.slideshare.net/unnonouno/jubatus-casual-
talks
•
(QIITA)"
http://qiita.com/daxanya1/items/218f2e3b922142550ef9

12. http://tech.mof-mof.co.jp/blog/machine-learning-base.html

13. Coursera
•
•
•
•
• (Certificate)
•

14. https://www.coursera.org/learn/machine-learning

15. Coursera
•
•
•

16. "
Σ

17. Google

18. scikit-learn
• scikit-learn python
• SVM
• TF-IDF

20. Get Wild
• mecab
• scikit-learn BoW
• scikit-learn SVM Get Wild
• 50%
• WEB Ruby + Sinatra, Python
• "
https://github.com/harada4atsushi/getwild-checker-rails

21. Tensor Flow
• "
https://github.com/mofmof/machine-learning-samples/
tree/master/tensorflow_my_images
• Tensor Flow CNN
•

22. Bot My-ope
•
•
Bot
•
scikit-learn

24. Bot
•
•
• RNN
• word2vec

25. Q&A

29. •
•
• http://www.my-ope.net/