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機械学習の知識ゼロでも動かせるAIツールキットの世界

46e8de7d6e95be6327e8c49bf3b0c028?s=47 chao2suke
June 26, 2020
Technology
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 機械学習の知識ゼロでも動かせるAIツールキットの世界

2020/06/26 Developers.IO 2020 CONNECT 登壇資料

46e8de7d6e95be6327e8c49bf3b0c028?s=128

chao2suke

June 26, 2020
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Transcript

  1. ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ  ͤʔͷ AIπʔϧΩοτͷੈք

  2. ਗ਼໺ ߶࢙ʢͤʔͷʣ Ϋϥεϝιουגࣜձࣾ ࡳຈΦϑΟεॴଐ ΧϑΣࣄۀʹैࣄɻ ίϯϐϡʔλϏδϣϯΛ࢖༻ͯ͠ϨδΛ࢖ΘͣʹձܭΛࡁ·ͤΔ ΢ΥʔΫεϧʔܕళฮͷݚڀɾ։ൃΛߦ͏ɻ Classmethod, Inc. CX

    Division AI Expert

  3. Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք ࠷୹ͰػցֶशΛ࢖͏ʹ͸ ຊ೔ͷςʔϚ

  4. ػ ց ֶ श Ϙʔυ ϑϨʔϜϫʔΫ Deep Learning ਺ֶ ඍ෼ੵ෼

    ߦྻ ઢܗ୅਺ ϕΫτϧ ଛࣦؔ਺ ޡࠩٯ఻೻๏ ޯ഑߱Լ๏ scikit-learn PyTorch Tensorflow ϕΠζ෼ྨث K-means SVM PCA Chainer GPU VPU ΞʔΩςΫνϟ FPGA ΞϧΰϦζϜ

  5. Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք ػ ց ֶ श σ

    ʔ λ α Π Τ ϯ ς Ο ε τ Π ϯ ϑ ϥ Τ ϯ δ χ Ξ We b ϓ ϩ ά ϥ Ϛʔ I o T Τ ϯ δ χ Ξ

  6. Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք ػ ց ֶ श σ

    ʔ λ α Π Τ ϯ ς Ο ε τ Π ϯ ϑ ϥ Τ ϯ δ χ Ξ We b ϓ ϩ ά ϥ Ϛʔ I o T Τ ϯ δ χ Ξ ֶ श ਪ ࿦

  7. Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք ػ ց ֶ श σ

    ʔ λ α Π Τ ϯ ς Ο ε τ Π ϯ ϑ ϥ Τ ϯ δ χ Ξ Ϋϥ΢υπʔϧ We b ϓ ϩ ά ϥ Ϛʔ I o T Τ ϯ δ χ Ξ ֶ श ਪ ࿦

  8. Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք ػ ց ֶ श A

    I Τ ϯ δ χ Ξ Ϋϥ΢υπʔϧ ֶ श ਪ ࿦ We b ϓ ϩ ά ϥ Ϛʔ I o T Τ ϯ δ χ Ξ

  9. Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք ػ ց ֶ श AIπʔϧΩοτ

    We b ϓ ϩ ά ϥ Ϛʔ I o T Τ ϯ δ χ Ξ ֶ श ਪ ࿦

  10. Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք ػ ց ֶ श We

    b ϓ ϩ ά ϥ Ϛʔ I o T Τ ϯ δ χ Ξ AIπʔϧΩοτ ֶ श ਪ ࿦ API API

  11. Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք AWS Azure GCP ࣗવݴޠॲཧ Amazon

    Comprehend Language Understanding Cloud Natural Language νϟοτϘοτ Amazon Lex Azure Bot Service Dialogflow ݴޠ຋༁ Amazon Translate Translator Text Cloud Translation ݴޠൃ࿩ Amazon Polly Speech Services Cloud Text-to-Speech

  12. Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք AWS Azure GCP ը૾ೝࣝ Amazon

    Rekognition Computer Vision Cloud Vision Ϩίϝϯυ Amazon Personalize Personalizer Recommendations AI ͦͷଞ Amazon Forecast Amazon Textract Amazon Elastic Inference Ground Truth Amazon Kendra Anomaly Detector Azure Form Recognizer Cloud TPU Cloud AutoML(Vision/ Natural Langage/ Translation)

  13. Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք

  14. Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք

  15. Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք

  16. Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք

  17. Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք

  18. Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք

  19. Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք

  20. Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք

  21. Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք

  22. Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք

  23. Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք

  24. Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք

  25. Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք

  26. Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք

  27. Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք

  28. Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք

  29. Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք

  30. Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք

  31. Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք

  32. Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք

  33. Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք

  34. Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք

  35. Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք

  36. Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք ఆظతͳվળ

  37. Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք

  38. Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք

  39. Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք

  40. None