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AWS IoT と Amazon SageMaker で業務用冷凍庫の故障予知を実装 / IoT@Loft #14 IoT Heptagon Tachibana

AWS IoT と Amazon SageMaker で業務用冷凍庫の故障予知を実装 / IoT@Loft #14 IoT Heptagon Tachibana

IoT@Loft #14 IoT における AI /機械学習活用の取り組みで発表したスライドです。

https://pages.awscloud.com/20200916_1-Registrationpage-iotloft14.html

Takuya Tachibana

September 16, 2020
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  1. ࣗݾ঺հ ཱՖ ୓໵ (36) ੨৿ݝੜ·Εઋ୆ܦ༝੨৿ݝࡏॅ݁ߏઋ୆ גࣜձࣾϔϓλΰϯ୅දऔక໾ JAWS-UG౦๺ JAWS-UG2016શࠃ୅ද AWS Summit

    2017 ι΢ϧ/๺ژ εϐʔΧʔ ʮޮՌతͳಋೖɾӡ༻ͷͨΊͷ Amazon Web Services׆༻ೖ໳ʯஶऀ ޷͖ͳAWSαʔϏεɿAWS IoT
  2. ໊ࣾ גࣜձࣾϔϓλΰϯ IFQUBHPOJOD ཧ೦ إΛ஌Βͳ͍ສਓͷ޾ͤΑΓ΋ ࣗ෼ͨͪͷ਎ۙͳਓΛ޾ͤʹ ୅ද ཱՖ୓໵ ڌ఺ ੨৿ݝࡾ୔ࢢɺٶ৓ݝઋ୆ࢢ

    ૑ۀ ೥݄̓ ࣄۀ Ϋϥ΢υಋೖʹؔ͢ΔίϯαϧςΟϯά Ϋϥ΢υͷߏஙอकӡ༻ Ϋϥ΢υωΠςΟϒͳ։ൃ ձࣾ֓ཁ ϕΨϧλઋ୆ϒϩϯζεϙϯαʔ
  3. ։ൃͷྲྀΕ  ֶशσʔλɹʢ਺ϲ݄ʣ ਺ϲ݄͔͚ͯɺࢼݧ༻ྫྷଂݿ͔ΒσʔλΛऩूɻ  ΞϧΰϦζϜͷબఆݕূ dिؒ  4BHFNBLFSͷϏϧτΠϯΞϧΰϦζϜ -JOFBS-FBSOFS9(#PPTU

    Λ࠷ऴతʹ࠾༻ɻ  "84ଆͷύΠϓϥΠϯߏங ϲ݄  ؅ཧը໘Ҏ֎͸શͯαʔόϨεͳߏ੒ɻ4UFQ'VODUJPOTͰॲཧঢ়گΛ؅ཧɻ ઃඋʙ1-$ʙϥζύΠɿେ੨޻ۀ༷ ϥζύΠʙ"84ɿϔϓλΰϯ ؅ཧը໘ɿ։ൃձࣾ ໾ׂ෼୲
  4. ೰Μͩ఺  ਪ࿦ͷίετ ౰ॳϦΞϧλΠϜਪ࿦Ͱ։ൃΛߦͳ͍͕ͬͯͨɺৗ࣌ىಈͩͱίετతʹݫ͘͠όονਪ࿦ʹ ͳͬͨ  "UIFOBͷύʔςΟγϣϯੜ੒ 'JSFIPTFͰ4ͷΧελϜQSFpYରԠ͕ͪΐ͏ͲϦϦʔε͞Εͨ  ͨ·ʹൃੜ͢Δσʔλͷϩετ

    ਺࣌ؒʹ̍ճఔ౓ෆఆظͰɺϥζύΠଆͰ͸ૹ৴׬͍ྃͯ͠Δͷʹɺ4ʹ͸อଘ͞Εͳ͍ɻ *P5DPSFͷϩάΛग़ྗͯ͠Έͨͱ͜ΖNRUUΫϥΠΞϯτଆͰ$MJFOU*%ͷॏෳʹΑΔΤϥʔͩͱ ൑໌
  5. ஍ํͰͷ"84"**P5׆༻ͷҙٛ ՝୊ઌਐ஍Ҭ ߴྸԽ ਓޱݮগ ৘ใ Ϧςϥγʔ ෆ଍ ॴಘ֨ࠩ ޙܧऀ ෆ଍

    ஍ํͷ՝୊ΛAWS/AI/IoTͰղܾ → Ϗδωεͷ஍࢈஍ফ "84׆༻ʹΑΔޮ཰Խ ݱ࣮ੈք΁޿͕Δ"**P5ٕज़ ஍ํͷ*5ࣄۀऀ ஍ํதখاۀʹ΋"84"**P5ͷ4VQFS1PXFSΛ