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普通のwebエンジニアでも出来る、ド素人からの機械学習のはじめ方

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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。

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普通のwebエンジニアでも出来る、ド素人からの機械学習のはじめ方

  1. 1. WEB mofmof inc.
  2. 2. •  @harada4atsushi •  mofmof inc. •  Rails •  •  Ruby/Python/Machine Learning •  •  @harada4atsushi
  3. 3. mofmof inc. •  •  3 WEB MVP •  Peers •  Bot My- ope
  4. 4. •  AI •  Leap Mind •  Talent Base •  ABEJA Platform •  Microsoft •  SENSY • 
  5. 5. •  •  •  •  • 
  6. 6. •  •  Coursera •  •  scikit-learn •  Tensor Flow •  Python
  7. 7. •  (Slide Share)" http://www.slideshare.net/unnonouno/jubatus-casual- talks •  (QIITA)" http://qiita.com/daxanya1/items/218f2e3b922142550ef9
  8. 8. http://tech.mof-mof.co.jp/blog/machine-learning-base.html
  9. 9. Coursera •  •  •  •  •  (Certificate) • 
  10. 10. https://www.coursera.org/learn/machine-learning
  11. 11. Coursera •  •  • 
  12. 12. " Σ
  13. 13. Google
  14. 14. scikit-learn •  scikit-learn python •  SVM •  TF-IDF
  15. 15. Get Wild •  mecab •  scikit-learn BoW •  scikit-learn SVM Get Wild •  50% •  WEB Ruby + Sinatra, Python •  " https://github.com/harada4atsushi/getwild-checker-rails
  16. 16. Tensor Flow •  " https://github.com/mofmof/machine-learning-samples/ tree/master/tensorflow_my_images •  Tensor Flow CNN • 
  17. 17. Bot My-ope •  •  Bot •  scikit-learn
  18. 18. Bot •  •  •  RNN •  word2vec
  19. 19. Q&A
  20. 20. •  •  •  http://www.my-ope.net/

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