AWS活用ですすむ地方中小企業のゲームチェンジ / AWSdevdayTokyo2019-G4

2019年10月4日 @神田明神
AWS DevDay Tokyo 2019で話したスライドです
https://aws.amazon.com/jp/about-aws/events/2019/devday/

Transcript

1. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. T O K Y O 2 0 1 9 . 1 0 . 0 3 - 0 4 AWS׆༻Ͱ͢͢Ή ஍ํ/தখاۀͷήʔϜνΣϯδ Takuya tachibana CEO heptagon inc. #AWSDevDay
2. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ࣗݾ঺հ ཱՖ ୓໵ (35) SNSɿbiatunky 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 core
3. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ձࣾ֓ཁ ໊ࣾ
   גࣜձࣾϔϓλΰϯ IFQUBHPO
   JOD ཧ೦
   إΛ஌Βͳ͍ສਓͷ޾ͤΑΓ΋
   
   ࣗ෼ͨͪͷ਎ۙͳਓΛςΫϊϩδʔͰ޾ͤʹ ୅ද
   ཱՖ
   ୓໵ ڌ఺
   ੨৿ݝࡾ୔ࢢɺٶ৓ݝઋ୆ࢢ ૑ۀ
   ೥݄̓ ࣄۀ
   Ϋϥ΢υಋೖʹؔ͢ΔίϯαϧςΟϯά
   
   Ϋϥ΢υͷߏஙอकӡ༻
   
   Ϋϥ΢υωΠςΟϒͳ։ൃ גࣜձࣾϔϓλΰϯ͸ ϕΨϧλઋ୆ɺγϯτʹτϩΠσϯVV ΛԠԉ͍ͯ͠·͢ɻ
4. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ਓؒྗ ࣾ಺ͰͷऔΓ૊Έ
   
   ษڧձɺΠϕϯτ͸ࢀՃඅ͸શֹαϙʔτ
   
   ίϛϡχςΟϑϧίϛοτ
   
   TFMGIBDLUJNF
   बۀ࣌ؒதʹۀ຿Ҏ֎ͷ޷͖ͳ͜ͱΛ΍Δ
   
   ࣾ֎ͷਓΛೖΕͨࣾ಺ϛʔςΟϯά
   
   ࣾ಺৘ใϑϧΦʔϓϯʢ΍ΓͱΓച্څྉʣ
   
   ܾࡋ͸ͳ͘શ͕ͯࣗݾࡋྔɹ बۀ࣌ؒٳՋܦඅग़ுϑϧϦϞʔτϫʔΫ Ϋϥ΢υωΠςΟϒͳੈք - ઐ໳஌ࣝΛਂΊΔ - ٕज़ͷਐา͕ਐΊ͹ਐΉ΄Ͳਓʹ͔͠Ͱ͖ͳ͍ ͜ͱ͕ٻΊΒΕΔ ίϛϡχςΟϑΝʔετͳੈք - ઐ໳஌ࣝΛਂΊΔͨΊʹ͸ίϛϡχςΟॏཁ - ΠϊϕʔγϣϯΛىͨ͜͢Ίʹ͸ଞऀͱͷܨ͕ Γ͕େࣄ ࢲͨͪͷಇ͖ํ
5. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ϔϓλΰϯͷαʔϏε
6. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ౦๺ͷ͓٬༷ Ҋ݅ϕʔεͰׂҎ্͕౦๺ͷҊ݅
   ࣾϓϩδΣΫτΛ௒͑Δ౦๺ͷϓϩδΣΫτΛΫϥ΢υͰՔಇ
7. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ౦๺ͷاۀαʔϏε͕
   "84Λҙࣝͤͣʹ
   "84ͷϝϦοτΛڗड
8. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ాࣷઐۀͷ$*FS
   .41
9. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ాࣷͷҊ݅ͷಛ௃ ݄ʑͷ༧ࢉ͕ԁ͔͠ͳ͍Αʂ
   ΞΫηε͸݄17΋͋ΔΑʂ
   αʔόམͱͪ͠ΌμϝͩΑ
   ͨ·ʔʔʔʹϝσΟΞʹͰΔΑ
   *5Θ͔Δ୲౰ऀ͍ͳ͍Α
   ͳΜ͔վ͟Μͱ͔χϡʔεͰ΍ͬͯͯා͍͔ΒηΩϡϦςΟ΋ͪΌΜͱ΍ͬͯͶ
   ΞϚκϯͬͯ௨ൢͷʁ
10. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ాࣷҊ݅ͷಛੑ ίετ΍τϥϑΟοΫҎ֎ʹٻΊΒΕΔ
    ΠϯϑϥͷΫΦϦςΟ͸ن໛ʹ͋·Γؔ܎ͳ͍
11. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Ϧϑτ(5೥஗Ε) γϑτ(3೥஗Ε) Ϋϥ΢υωΠςΟϒ (ͦΜͳʹϥά͕ͳ͍) Ϋϥ΢υಋೖʹ͓͚Δڞ௨ύλʔϯ ΦϯϓϨ Ϋϥ΢υ ट౎ݍͷٕज़τϨϯυ͕౦๺ͷاۀ΁ͷਁಁ͢Δ· ͰͷλΠϜϥά͕গͣͭ͠୹͘ͳ͍ͬͯΔ ஍ํͰͷΫϥ΢υδϟʔχʔ
12. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ࣄྫผ 1 - WEBҊ݅ 2 - αʔόϨεҊ݅ 3 - IoT / ػցֶशҊ݅
13. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. WEBҊ݅ͰͷAWS׆༻ Ϩϯλϧαʔό΍714ͳͲ͔ΒͷҠઃ Ϧϑτ ͕ଟ͍
    طଘͷ؀ڥʹԿΒ͔ͷ໰୊Λ๊͍͑ͯΔέʔεͰ૬ஊ͞ΕΔέʔε͕ଟ͍
    ཁ݅ʹ"84͕ඞਢͳέʔε΋
    ׂΓ੾ͬͯγϯάϧߏ੒΋ଟ͍
    ̏ɺ̐೥΄Ͳલ͔ΒҊ݅૿
14. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ࣗࣾαΠτɺΦ΢ϯυϝσΟΞͳͲෳ਺ͷαΠτϝʔϧΛϨϯλϧαʔόͰӡ༻͞Ε͍͕ͯͨɺ࣌ؒଳʹ Αͬͯදࣔʹ͕͔͔࣌ؒͬͨΓɺهࣄͷฤूͳͲ؅ཧۀ຿ʹ΋͕͔͔࣌ؒΓετϨεΛ๊͍͑ͯͨɻ
    "84্ͰϨϯλϧαʔόͱಉ༷ʹෳ਺υϝΠϯΛऩ༰Ͱ͖Δ؀ڥΛߏங͠શ໘Ҡઃɻಉ࣌ʹνϡʔχϯάΛ ߦ͏͜ͱͰɺදࣔ଎౓͕େ͖͘վળ͠ɺ؅ཧ΋ετϨεͳ͘ߦ͑ΔΑ͏ʹͳͬͨɻ ٶ৓ݝઋ୆ࢢ
15. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Ϩϯλϧαʔό͔Β"84΁Ϧϑτ͢Δ͚ͩͰฏۉͷදࣔ଎౓͕େ͖͘վળ
    ίϯςϯπΞϓϦͷมߋ͸Ұ੾ͳ͠ ٶ৓ݝઋ୆ࢢ
16. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. 714Ͱ8&#ϝσΟΞΛӡ༻͞Ε͍͕ͯͨɺࣾ಺ʹΠϯϑϥ୲౰͕͓ΒͣΞΫηεूத࣌΍ো֐ ࣌ɺηΩϡϦςΟΠϯγσϯτൃੜ࣌ͳͲτϥϒϧ࣌ʹͲ͏͢Δ͜ͱ΋Ͱ͖ͳ͍ঢ়ଶͩͬͨɻ
    "84΁શ໘ҠߦฐࣾͷϑϧϚωʔδυαʔϏεΛ͓࢖͍͍ͨͩ͘͜ͱͰɺΠϯϑϥͷ͜ͱ͸ؾ ʹͤͣʹຊۀͰ͋ΔαʔϏε։ൃϝσΟΞӡӦʹઐ೦Ͱ͖ΔΑ͏ʹͳͬͨɻ ੨৿ݝࡾ୔ࢢ
17. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ௒ߴ଎νϡʔχϯάࡁΈͷ8PSE1SFTT͕͙͢ʹ࢖͑Δ
    ".*.050
    ".*Λ࠾༻
    ίϯςϯπ࡞੒ͷϓϩ8PSE1SFTTͷϓϩ"84ͷӡ༻อक ͷϓϩͷ͕̏ࣾἧ͏͜ͱͰྑ࣭ͳίϯςϯπ഑৴͕ߴ଎͔ͭ ҆ఆͯ͠഑৴Մೳʹ ੨৿ݝࡾ୔ࢢ
18. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ৽੡඼ͷϦϦʔεʹ߹Θͤͯɺ8&#αΠτΛ"84্ ΁ߏங
    ϚʔέςΟϯάʹ΋ྗΛೖΕ͓ͯΓɺ೔ຊϚʔέςΟ ϯάେ৆
    ঑ྭ৆ͳͲ΋ड৆
    ςϨϏ΍৽ฉͳͲͷϝσΟΞ΁ͷ࿐ग़΋සൟʹొ৔ ٶ৓ݝઋ୆ࢢ
19. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. &$UΠϯελϯε୆Ͱӡ༻
    ϝσΟΞ࿐ग़ͳͲΞΫηε͕ݟࠐ·ΕΔ͚࣌ͩ&$Λεέʔϧ Ξοϓ͢Δ͜ͱͰίετΛ࡟ݮ
    $MPVE'MBSFΛར༻͢Δ͜ͱͰɺτϥϑΟοΫΛΦϑϩʔυ͠ సૹඅ༻Λ཈͑ͭͭ΋ίϯςϯπ഑৴Λ࠷దԽ ٶ৓ݝઋ୆ࢢ CloudFlare
20. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. αʔόϨεҊ݅ͰͷAWS׆༻ 10$৽نࣄۀ৽نαʔϏεͰͷಋೖ
    গ͠Ͱ΋ݻఆඅΛ཈͍͑ͨ
    ̎ɺ̏೥΄Ͳલ͔Β૿͑࢝Ί͍ͯΔҹ৅
21. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ख࡞ۀͰߦ͍ͬͯͨࣾ಺ͷ౷ܭॲཧΛ৽ͨʹγ εςϜԽ͍ͨ͠ͱ͍͏ϦΫΤετ
    ͨͩ͠ෆఆظʹൃੜ͢Δۀ຿ͷͨΊݻఆతͳί ετ͸͔͚ͨ͘ͳ͍ ٶ৓ݝઋ୆ࢢ
22. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ௿ίετ͔ͭඇৗʹߴ଎ͰεέʔϥϒϧͳγεςϜ ΛαʔόϨεͰߏங
    4ʹॲཧલͷσʔλΛΞοϓϩʔυ͢Δͱ-BNCEB ͕ىಈ͞Ε౷ܭॲཧ͕ߦΘΕΔ
    ॲཧ͕׬ྃ͢Δͱϝʔϧ௨஌͕ಧ͖ɺ݁ՌϑΝΠϧ Λ4͔Βμ΢ϯϩʔυ
    ਺͔͔͍࣌ؒͬͯͨۀ຿͕਺෼Ͱ׬ྃ ٶ৓ݝઋ୆ࢢ
23. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ϗςϧ޲͚ύοέʔδͷҰͭͱͯ͠
    ଺ࡏऀ޲͚ʹϗςϧपลͷ؍ޫ৘ใ ଟݴޠ Λఏڙ͢ΔγεςϜΛ"84্Ͱ৽ن։ൃ
    ৽ػೳͷͨΊεϞʔϧελʔτͰ࢝Ί͍ͨ ٶ৓ݝઋ୆ࢢ
24. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. "1*
    (BUFXBZɺ-BNCEBɺ%ZOBNP%#ɺ4 Λ૊Έ߹ΘͤͯαʔόϨεͰߏ੒
    ϗςϧ಺ͷ୺຤͔Β؍ޫ৘ใΛϦΫΤετ͢ Δͱ֎෦ͷ"1*͔Β৘ใΛऔಘ͠ɺઃఆݴޠ ʹ߹Θͤͨ຋༁Λߦͬͨ݁ՌΛ୺຤΁ฦ͢
    Ұ౓ϦΫΤετ͕͋ͬͨ৘ใ͸%ZOBNP%# ΁ΩϟογϡΛߦ͏
    ϗςϧ֎͔Β΋ΞΫηε͕Ͱ͖ΔΑ͏ʹϦΫ Τετ͞Εͨ؍ޫ৘ใΛ4্Ͱ΢Σϒϗε ςΟϯά΋ߦ͏ ٶ৓ݝઋ୆ࢢ
25. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. IoT / ػցֶशҊ݅ͰͷAWS׆༻ *5اۀ*5෦໳Ͱ͸ͳ͘ඇ*5اۀͷશࣾతͳϓϩδΣΫτͱͯ͠૬ஊ͞ΕΔέʔε͕ଟ͍
    ࿑ಇू໿ܕͷ࡞ۀΛޮ཰Խ͍ͨ͠
    ଐਓతͳ࡞ۀΛ࢓૊ΈԽ͍ͨ͠
    ̍͜͜೥΄ͲͰ૿͑࢝Ί͍ͯΔ
26. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ਺໊ͷελοϑͰӡӦ͞Ε͍ͯΔΞοτϗʔϜͳখن໛հޢࢪઃ
    ఆظతʹར༻ऀʹҰਓҰਓʹΞϧόϜΛ࡞੒͍ͯ͠Δ͕
    େྔͷࣸਅΛར༻ऀ͝ͱͷৼ෼͚࡞ۀ͕ελοϑ͕ுΓ෇͖Ͱ̍೔͕͔Γͷ࡞ۀͱͳ͍ͬͯͨ ੨৿ݝࡾ୔ࢢ
27. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. 4ʹࣸਅΛΞοϓϩʔυ͢Δ͚ͩͰ
    "NB[PO
    3FLPHOJUJPO͕إ͝ͱʹࣸਅͷৼ෼͚Λ ࣮ߦ͢ΔγεςϜΛ։ൃ
    ࠷௿ݶͷػೳ͚ͩͷ࣮૷ͱ͠։ൃίετΛ཈͑ɺ
    ҡ࣋අ༻΋΄ͱΜͲ͔͔Βͳ͍γεςϜʹ
    ਺ඦຕͷࣸਅ΋਺ඵͰॲཧ͕Մೳʹ ຊۀͰ͋Δհޢʹׂ࣌ؒ͘Λ૿΍͢͜ͱ͕Ͱ͖ͨ
    ৼ෼͚࡞ۀΛؾʹͤͣΑΓଟ͘ͷࡱӨ͕Ͱ͖ΔΑ͏ʹͳΓར༻ऀՈ଒ʹ͞ΒʹتΜͰ΋Β͑ΔΑ͏ʹ
    ͜Ε·Ͱ͸༧ࢉͷ໰୊Ͱ*5ԽͷԸܙΛड͚ΒΕͳ͔ͬͨখن໛ࣄۀऀͰ΋"84ͳΒۀ຿ޮ཰Խߴ෇ՃՁ஋ Խ͕Մೳ ੨৿ݝࡾ୔ࢢ
28. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ੨৿ݝࡾ୔ࢢ ɺࣄલొ࿥
    
    ࣄલʹ4ʹར༻ऀ͞ΜͷࣸਅΛΞοϓϩʔυ͠ɺ 3FLPHOJUJPOʹإΛొ࿥
    
    ࢯ໊ΛϑΝΠϧ໊ͱ͍ͯ͠ΔͷͰɺإ*%ͱ໊લͷඥ ෇͚Λ%ZOBNP%#Ͱ؅ཧ
    ɺৼΓ෼͚࡞ۀ
    
    ࡱΓཷΊͨࣸਅΛ4΁Ξοϓϩʔυ͢Δͱ
    ར༻ऀ͞Μ͝ͱͷϑΥϧμʹࣸਅ͕ৼΓ෼͚͞ΕΔ
    
    4͔ΒࣸਅΛμ΢ϯϩʔυͯ͠ΞϧόϜΛ࡞੒
29. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ͜Ε·Ͱ͸͓٬༷͔Βͷ࿈བྷͰྫྷଂઃඋͷނোҟৗΛ஌Δ͜ͱ͕ଟ͘ɺ
    ঎඼ྼԽʹΑΔଛࣦ͕ൃੜ͠ͳ͍Α͏ʹۓٸͷରԠमཧ͕ඞཁ ੨৿ࢢʹ͋Δۀ຿༻ྫྷଂݿϝʔΧʔͱͯ͠શࠃ֤஍Ͱઃඋͷೲೖϝϯςφϯε ੨৿ݝ੨৿ࢢ Ռ࣮༻ྫྷଂઃඋ
30. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ྫྷଂઃඋͷηϯαʔσʔλΛ"84্ʹอଘ ͠"NB[PO
    4BHF.BLFSΛ༻͍ͨػցֶशʹ ΑΔҟৗݕ஌γεςϜΛ։ൃ
    ͜Ε·Ͱݱ஍Ͱ͔͠Θ͔Βͳ͔ͬͨઃඋͷ ঢ়گΛϦΞϧλΠϜͰ೺ѲͰ͖ΔΑ͏ʹͳ Γɺނো༧ஹΛݕ஌ͨ͠ࡍʹ͸঎඼ʹӨڹ ͕ग़ΔલʹରࡦΛଧͭ͜ͱ͕Մೳʹ ੡඼ͷՁ஋Λ޲্
    ८ճϝϯςφϯεͷίετ͕௿ݮ
    ͜Ε·ͰΫϨʔϜͱͳ͍ͬͯͨઃඋނো͕ࣄલ࿈བྷ͕ՄೳͱͳΓت͹ΕΔΠϕϯτʹมԽ ੨৿ݝ੨৿ࢢ
31. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. IUUQTBXTBNB[PODPNKQTPMVUJPOTDBTFTUVEJFTUBJTFJIFQUBHPO
32. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. σʔλऩू/ՄࢹԽ NRUUͰσʔλૹ৴͞ΕΔͷͰσʔλΛ4΁อଘ
    ՄࢹԽʹඞཁͳσʔλΛ3%4ʹอଘͯ͠Ӿཡ
33. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ֶश ؅ཧը໘͔Βֶश༻ͷσʔλΛొ࿥͢ΔͱϞσϧ͕࡞੒͞ΕΔ
    ஝ੵͨ͠σʔλ͸"UIFOBܦ༝Ͱऔಘ
    Ϟσϧͷ࡞੒ʹ͸4BHFNBLFSఏڙͷϏϧτΠϯΞϧΰϦζϜΛར༻
34. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ςετ ؅ཧը໘͔Βςετ༻ͷσʔλΛొ࿥͢Δͱ࡞੒ͨ͠Ϟσϧͷςετ͕Ͱ͖Δ
35. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ਪ࿦ ϦΞϧλΠϜੑ͕ͦ͜·ͰඞཁͰ͸ͳ͔ͬͨͷͰόονॲཧɻ
    ࠓճͷέʔεͩͱίετతʹ΋ਪ࿦༻ΠϯελϯεΛৗ࣌ىಈ͸ݫ͔ͬͨ͠ɻ
36. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ஍ํҊ݅ͰͷAWSΛ࢖͏ϝϦοτ ҆ఆͷΠϯϑϥ҆શͳηΩϡϦςΟ҆৺ͷαϙʔτମ੍
    UUΠϯελϯε΍αʔόϨεͳߏ੒ͰεϞʔϧελʔτਝ଎ͳεέʔϧ͕Մೳ
    όοΫΞοϓ΍৑௕ߏ੒΋༧ࢉʹ߹ΘͤͯΧελϚΠζ
    ࠷৽ͷςΫϊϩδʔ΍ΤίγεςϜͷԸܙΛड͚ΒΕΔʢ஍ํͰ΋ॴ༗͔Βར༻΁ʣ
    ୲౰ऀ͕*5ʹৄ͘͠ͳ͍ͨΊզʑ͕ݱ৔ʹؔͯ͠஌Δඞཁ΋͋Δ ాࣷʹ͸ాࣷͳΓͷ"84ͷ࢖͍ํ͕͋Δ
37. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ஍ํͰͷΫϥ΢υ/AI/IoT׆༻ͷҙٛ ՝୊ઌਐ஍Ҭ ߴྸԽ ਓޱݮগ ৘ใϦ ςϥγʔෆ ଍ ॴಘ֨ࠩ ޙܧऀ
    ෆ଍ ஍ํͷ՝୊ΛΫϥ΢υ/AI/IoTͰղܾ → Ϗδωεͷ஍࢈஍ফ Ϋϥ΢υ׆༻ʹΑΔޮ཰Խ
    ݱ࣮ੈք΁޿͕Δ"**P5ٕज़
    ஍ํͷ*5ࣄۀऀ
38. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ஍ํͰͷΫϥ΢υ/AI/IoT׆༻ͷҙٛ ஍ํͷ՝୊ղܾˠ౦ژΛܦ༝ͤͣʹάϩʔόϧԽ ւ֎͔Βͷ஍ํͷ࿩͕ฉ͖͍ͨͱొஃϦΫΤετ AWS Summit ι΢ϧ AWS Summit ๺ژ
39. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. ஍ํͰͷΫϥ΢υ/AI/IoT׆༻ͷҙٛ Ϋϥ΢υ"**P5͸΋͸΍
    ट౎ݍɺελʔτΞοϓɺΤϯλʔϓϥΠζ͚ͩͷ΋ͷͰ͸ͳ͍
    ࠓͦ͜ɺ஍ํதখاۀʹ΋
    Ϋϥ΢υ"**P5ͷ4VQFS1PXFSΛ
    
40. Thank you! © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Takuya Tachibana