機械学習の知識ゼロでも動かせるAIツールキットの世界

by chao2suke

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ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ ͤʔͷ AIπʔϧΩοτͷੈք

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

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

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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

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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

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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 ࿦

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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 ࿦

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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

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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 ࿦

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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

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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

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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)

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Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք

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Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք

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Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք

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

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Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք

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Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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Developers.IO 2020 CONNECT ػցֶशͷ஌ࣝθϩͰ΋ಈ͔ͤΔ AIπʔϧΩοτͷੈք

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

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

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