東北でのAWS事例を紹介～中小企業-地方企業でこそ AWS の活用を～ / fusicxhep

by Takuya Tachibana

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גࣜձࣾϔϓλΰϯ ཱՖ୓໵ ౦๺Ͱͷ"84ࣄྫΛ঺հ ʙதখاۀ஍ํاۀͰͦ͜"84ͷ׆༻Λʙ ౦๺ʷ۝भίϥϘϨʔγϣϯ ʮ஍ํاۀ͕Ϋϥ΢υɺ"*Ͱ୓͘ະདྷʯ %BZ #fusicxhep

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#fusicxhep ࣗݾ঺հ ཱՖ ୓໵ (39) ੨৿ੜ·Ε ઋ୆ܦ༝ ੨৿ࡏॅ ϔϓλΰϯ୅දऔక໾ σδλϧΩϡʔϒऔక໾ AWS Partner Ambassador (2021,2022,2023) APN AWS Top Engineers (2021,2022,2023) AWS Summit 2017 ι΢ϧ/๺ژ εϐʔΧʔ JAWS-UG౦๺ ޷͖ͳAWSαʔϏεɿAWS IoTɹɹɹɹɹɹɹ࠷ۙݏ͍ͳαʔϏεɿAWS Billing

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#fusicxhep ໊ࣾ גࣜձࣾϔϓλΰϯ IFQUBHPOJOD ཧ೦ إΛ஌Βͳ͍ສਓͷ޾ͤΑΓ΋ ࣗ෼ͨͪͷ਎ۙͳਓΛςΫϊϩδʔͰ޾ͤʹ ୅ද ཱՖ୓໵ ڌ఺ ੨৿ݝࡾ୔ࢢɺٶ৓ݝઋ୆ࢢ ૑ۀ ೥݄̓ ࣄۀ Ϋϥ΢υಋೖʹؔ͢ΔίϯαϧςΟϯά Ϋϥ΢υͷߏஙอकӡ༻ Ϋϥ΢υωΠςΟϒͳ։ൃ ձࣾ֓ཁ ϔϓλΰϯ͸ ϕΨϧλઋ୆ ϰΝϯϥʔϨീށ γϯτʹτϩΠσϯ77Λ   Ԡԉ͍ͯ͠·͢ɻ ౦๺ׂ΋͋Γ·͢ʂ

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#fusicxhep Ҋ݅ϕʔεͰׂҎ্͕౦๺ͷҊ݅ ࣾϓϩδΣΫτΛ௒͑Δ౦๺ͷϓϩδΣΫτΛΫϥ΢υͰՔಇ ձࣾ֓ཁ ౦๺ͷ͓٬༷ ࡾ୔ࢢ ఆષࣉετϦʔτ δϟζϑΣεςΟόϧ ڠձ

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#fusicxhep Ϋϥ΢υδϟʔχʔ Ϧϑτ γϑτ Ϋϥ΢υωΠςΟϒ ΦϯϓϨ σδλϧτϥϯεϑΥʔϝʔγϣϯ ಺੡Խ

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#fusicxhep ฐࣾͷ౦๺Ͱͷࣄྫͷ঺հ

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#fusicxhep Ϧϑτγϑτͷࣄྫ

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#fusicxhep ੨৿ݝീށࢢ ΞΠςΟʔΫϨετ༷ ૑ۀ໿೥ͱͳΔീށࢢͷԷஂ஍ʹ͋Δ࿝ฮ*5 اۀ ओʹԷஂ஍಺ͷاۀͷۀ຿جװ৘ใܥͷγε ςϜΛ։ൃӡ༻͞Ε͍ͯΔ

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#fusicxhep ࣗࣾͷαʔόϧʔϜʹ͋ΔϝΠϯϑϨʔϜΛத৺ͱͨ͠։ൃͷͨΊਓࡐ֬อ͕೉͠ ͍ɻϞμϯͳٕज़ʹ΋௅ઓ͍ͨ͠ ീށͷԷஂ஍Ҏ֎ʹ΋ϏδωεΛ֦େ͍ͤͨ͞ ՝୊ ղܾࡦ ݱߦͷγεςϜͷΫϥ΢υ΁ͷϦϑτΛฐࣾͰαϙʔτ ดҬ໢͔Β͔͠ΞΫηεͰ͖ͳ͔ͬͨγεςϜͷΫϥ΢υԽΛ࣮ݱ ੨৿ݝീށࢢ ΞΠςΟʔΫϨετ༷

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#fusicxhep ޮՌ ͓٬༷ͷ੠ Ϋϥ΢υΛ׆༻͢Δ͜ͱͰϏδωεͷ෯͕େ͖͘޿͕Γ·ͨ͠ɻ·ͨɺ৽͍ٕ͠ज़Λ׆ ༻Ͱ͖Δ͜ͱͰࣾ಺ͷΤϯδχΞͷϞνϕʔγϣϯ্͕͕Γ·ͨ͠ɻ ീށͷԷஂ஍Ҏ֎ͷސ٬͕૿Ճ Ϋϥ΢υϑΝʔετͳࣄۀܭըɺઃܭʹγϑτ αʔϏεͷ੒௕ʹ߹ΘͤͯΠϯϑϥ΋γʔϜϨεʹ֦ு ੨৿ݝീށࢢ ΞΠςΟʔΫϨετ༷

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#fusicxhep ٶ৓ݝઋ୆ࢢ νϟϨϯδυδϟύϯ༷ ো͕͍ऀ޲͚ͷब࿑ࢧԉͳͲͷࣄۀΛશࠃͰల։ɻ ࣗࣾαΠτɺΦ΢ϯυϝσΟΞͳͲෳ਺ͷαΠτ ϝʔϧΛϨϯλϧαʔόͰӡ༻͞Ε͍͕ͯͨɺ࣌ؒ ଳʹΑͬͯදࣔʹ͕͔͔࣌ؒͬͨΓɺهࣄͷฤूͳ Ͳ؅ཧۀ຿ʹ΋͕͔͔࣌ؒΓετϨεΛ๊͍͑ͯ ͨɻ "84্ͰϨϯλϧαʔόͱಉ༷ʹෳ਺υϝΠϯΛ ऩ༰Ͱ͖Δ؀ڥΛߏங͠શ໘Ҡઃɻಉ࣌ʹνϡʔχ ϯάΛߦ͏͜ͱͰɺදࣔ଎౓͕େ͖͘վળ͠ɺ؅ཧ ΋ετϨεͳ͘ߦ͑ΔΑ͏ʹͳͬͨɻ

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#fusicxhep ٶ৓ݝઋ୆ࢢ νϟϨϯδυδϟύϯ༷ Ϩϯλϧαʔό͔Β"84΁Ϧϑτ͢Δ͚ͩͰฏۉͷදࣔ଎౓͕େ͖͘վળ ίϯςϯπΞϓϦͷมߋ͸Ұ੾ͳ͠ ৘ใܥ͚ͩͰͳ͘ɺϑΝΠϧαʔό΍"%αʔόͳͲͷࣾ಺αʔό΋ શ໘తʹ"84ϔϚΠάϨʔγϣϯΛ׬ྃ

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#fusicxhep ٶ৓ݝઋ୆ࢢ 5&44༷ ৽੡඼ͷϦϦʔεʹ߹ΘͤͯɺWEBαΠτΛAWS ্΁ߏங͠·ͨ͠ɻ֎෦CDN(CloudFlare)ͱ૊Έ߹ ΘͤΔ͜ͱͰඅ༻Λ཈͑ͭͭɺϝσΟΞ࿐ग़ͷࡍʹ ͸؆୯ʹεέʔϧΞοϓ͕Ͱ͖Δߏ੒ͱ͠·ͨ͠ɻ Amazon EC2

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#fusicxhep ੨৿ݝീށࢢ ࢥ͍ग़ϑΥτ༷ εϙʔπΠϕϯτͷࣸਅൢചΛΦϯϥΠϯͰߦ͏8&# αʔϏεɻ ΦϯϓϨͰӡ༻͍ͯͨ͠αʔό؀ڥΛ"84্ͷ&$΁ ϚΠάϨʔγϣϯɻΞΫηε͕૿Ճ͢ΔΠϕϯτલޙ ʹεϖοΫͷมߋΛ࣮ࢪ͠ɺίετͷ࠷దԽΛ࣮ݱɻ

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#fusicxhep ϚϥιϯେձͷࣸਅൢചͰ͸"NB[PO3FLPHOJUJPOΛ༻͍ͯɺࣸਅʹ͍ࣸͬͯΔθοέϯΛݕࡧͰ͖ ΔγεςϜΛ૊ΈࠐΉͳͲ"84Λ׆༻ͨ͠ػೳͳͲ΋ఏڙ͍ͯ͠Δɻ ੨৿ݝീށࢢ ࢥ͍ग़ϑΥτ༷

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#fusicxhep https://www.itmedia.co.jp/news/articles/2211/22/news038.html

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#fusicxhep ౦๺ͷϦϑτγϑτҊ͔݅ΒݟΔΫϥ΢υδϟʔχʔ w Ϋϥ΢υԽ͠΍͍͢෦෼ʢ৘ใܥ΍όοΫΞοϓͳͲʣ͔Β·ͣ͸ணख͠ɺ੒ޭମݧΛੵΈॏͶ Δ w Ϋϥ΢υΛ࢖ͬͨ৔߹ͷϝϦοτσϝϦοτ΋͔ͬ͠Γͱ೺Ѳ্ͨ͠Ͱ࣍ͷϑΣʔζ΁Ҡߦͯ͠ ͍͘ͷ͕ఆੴ w ίϯϐϡʔςΟϯάɺσʔλϕʔεɺετϨʔδͳͲΛ&$͔ΒϚωʔδυαʔϏεʹɺ   Ұ෦ͷػೳΛωοτϫʔΫܥαʔϏε΍ػցֶशܥαʔϏεͳͲʹ֎͍ͩͯ͘͠͠ͷ͕ఆੴ

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#fusicxhep Ϋϥ΢υωΠςΟϒͷࣄྫ

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#fusicxhep ੨৿ݝ߂લࢢ ߂લେֶ$0* શࠃ౎ಓ෎ݝͷฏۉण໋Ͱ୹໋ݝͱ͍ΘΕΔ੨৿ݝʹ͓͍ͯʮ୹໋ݝฦ্ʯΛεϩʔ ΨϯςʔϚʹ߂લେֶΛத৺ͱͨ͠ࠃՈϓϩδΣΫτͰ͢ɻ ຖ೥ ਓҎ্ͷݝຽɺݝ಺اۀΛର৅ʹɺҎ্ͷاۀ΍େֶɺݚڀػؔͱͷ࿈ ܞʹΑΓ࣬පͷ༧ஹ೺Ѳͱ༧๷๏ͷ։ൃɺݚڀ݁ՌͷࣾձීٴΛΊͯ͟͠׆ಈ͍ͯ͠ ·͢ɻ

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#fusicxhep ੨৿ݝ߂લࢢ ߂લେֶ$0*

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#fusicxhep ੨৿ݝ߂લࢢ ߂લେֶ$0* ՝୊ ղܾࡦ ਍அͰऩूͨ͠σʔλ͸ɺϩʔΧϧ1$্Ͱ؅ཧ͞Ε͍ͯΔ ࢀըاۀ΁ͷσʔλͷڞ༗΋୲౰ऀ͕ख࡞ۀͰߦ͍ͬͯͨ ݚڀσʔλͱͯ͠ར༻͢Δʹ͸ಗ໊ԽͳͲͷσʔλॲཧ΋ඞཁ "84্Ͱ4ͱ%ZOBNP%#Λத৺ͱͨ͠σʔλϨΠΫΛߏங ࢀըاۀͱͷσʔλ࿈ܞͷͨΊʹ"1*؀ڥΛߏங

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#fusicxhep ੨৿ݝ߂લࢢ ߂લେֶ$0* ։ൃணख͔Βϲ݄ͰσʔλϨΠΫ؀ڥΛߏங͠ɺӡ༻Λ։࢝ ৽ܕݕ਍ͷσʔλϓϥοτϑΥʔϜͱͯ͠ՔಇࡁΈ αʔόϨεͳαʔϏεΛ࠾༻͢Δ͜ͱͰɺεϞʔϧελʔτ͕Ͱ͖ɺ͞Βʹεέʔϥ ϒϧͳߏ੒ͱͳ͍ͬͯΔ ཁٻ࢓༷͕ݻ·Βͳ͍தɺॊೈʹϓϩδΣΫτΛࢧԉ͍͚ͯͨͩͨ͜͠ͱʹײँ͍ͯ͠ ·͢ɻ೥୯ҐͰ༧ࢉ΍ݚڀ಺༰͕มΘΔେֶͷϓϩδΣΫτʹ͓͍ͯɺ͔݄ͷ୹ظؒ Ͱߏங͍͚ͯͨͩ͜͠ͱ΋ॿ͔Γ·ͨ͠ ޮՌ ͓٬༷ͷ੠

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#fusicxhep ੨৿ݝࡾ୔ࢢ σΠαʔϏε;͘Ζ͏༷ ελοϑ਺໊ɺར༻ऀ਺໊ͷΞοτϗʔϜͳ খن໛հޢࢪઃ ར༻ऀͷՈ଒޲͚ʹຖ݄Ϩϙʔτ΍ΞϧόϜΛ ࡞੒͞Ε͍ͯΔ

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#fusicxhep ੨৿ݝࡾ୔ࢢ σΠαʔϏε;͘Ζ͏༷ ར༻ऀҰਓҰਓʹݸผͷϨϙʔτ΍ΞϧόϜΛ࡞੒͍ͯ͠Δ͕ɺେྔͷࣸਅΛར༻ऀ ͝ͱʹৼ෼͚Δ࡞ۀ͸ελοϑ͕ுΓ෇͖Ͱ̍೔͕͔Γͷ࡞ۀͱͳ͍ͬͯͨ ຊۀͷհޢͰ͸ͳ͍࢓ࣄ͕ͩར༻ऀ΍Ո଒͕تΜͰ͘ΕΔେ੾ͳ࢓ࣄͳͷͰࢭΊΔ͜ ͱ͸ͨ͘͠ͳ͍ ՝୊ ػցֶश༻͍ͨը૾෼ੳαʔϏε"NB[PO3FLPHOJUJPOΛ༻͍ͯɺ͍ࣸͬͯΔਓ෺͝ͱ ʹࣸਅΛৼΓ෼͚ΔγεςϜΛ։ൃ ղܾࡦ

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#fusicxhep ੨৿ݝࡾ୔ࢢ σΠαʔϏε;͘Ζ͏༷ ޮՌ ͓٬༷ͷ੠ ຊۀͰ͋Δհޢʹׂ࣌ؒ͘Λ૿΍͢͜ͱ͕Ͱ͖ΔΑ͏ʹͳΓ·ͨ͠ɻ·ͨɺৼ෼͚࡞ۀ ΛؾʹͤͣΑΓଟ͘ͷࡱӨ͕Ͱ͖ΔΑ͏ʹͳΓར༻ऀՈ଒ʹ͞ΒʹتΜͰ΋Β͑ΔΑ͏ ʹͳΓ·ͨ͠ɻ ਺ඦຕͷࣸਅ΋਺ඵͰਓ෺ إ ͝ͱʹৼΓ෼͚͕Մೳʹ ࠷௿ݶͷػೳͷΈΛ࣮૷͢Δ͜ͱͰಋೖίετΛ཈͑ɺӡ༻අ༻ʹ͍ͭͯ΋αʔόϨε ͳαʔϏε͚ͩͰߏ੒͢Δ͜ͱͰैྔ՝ۚͰ݄ʑͷར༻ྉ΋਺ඦԁఔ౓

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#fusicxhep ੨৿ݝࡾ୔ࢢ σΠαʔϏε;͘Ζ͏༷ ͜Ε·Ͱ͸༧ࢉͷ໰୊Ͱ*5ԽͷԸܙΛड͚ΒΕͳ͔ͬͨ খن໛ࣄۀऀͰ΋"84ͳΒۀ຿ޮ཰Խߴ෇ՃՁ஋Խ͕Մೳ

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#fusicxhep ੨৿ݝࡾ୔ࢢ ࡾ୔ࢢ໾ॴ ࡾ୔ࢢ͸ʮॅΈͨ͘ͳΔ֗ʯΛ໨ࢦ͠ɺਓޱݮগղܾͷͨΊʹҠॅఆॅ৘ ใͷൃ৴Λੵۃతʹߦ͍ͬͯ·͢ɻ ϗʔϜϖʔδͰͷ৘ใൃ৴ͷ΄͔ʹ౦ژ౎ͰͷҠॅϑΣΞɺ૬ஊձͳͲΛ ௨ͯ͡৘ใఏڙΛߦ͍ͬͯ·ͨ͠ɻ

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#fusicxhep ৽ܕίϩφ΢Πϧεײછ঱֦େΛड͚ͯ૬ஊձ౳ͷର໘Ͱͷ৘ใఏڙ׆ಈ͕Ͱ͖ͳ͘ ͳͬͨ ΋ͬͱؾܰʹࡾ୔ࢢͷ͜ͱΛ஌ͬͯ΋ΒͬͨΓɺࡾ୔ࢢͷҠॅʹ͍ͭͯߟ͑ͯ΋Β͍ ͍ͨ ՝୊ -*/&Λ׆༻ͨ͠'"2γεςϜΛ։ൃ όοΫΤϯυͷϩδοΫ͸"84্ͰαʔόϨεͳ؀ڥΛߏங ੨৿ݝࡾ୔ࢢ ࡾ୔ࢢ໾ॴ ղܾࡦ

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#fusicxhep ޮՌ ͓٬༷ͷ੠ ୹͍։ൃظؒͰ༧ࢉ΋ݶΒΕͨதͰରԠ͍͖ͯͨͩ͠େมײँ͍ͯ͠·͢ɻ஍ݩͷاۀͱ ҰॹʹϓϩδΣΫτΛਐΊΔ͜ͱ͕Ͱ͖ͯΑ͔ͬͨͰ͢ɻ ϑϩϯΤϯυ͸-*/&Λ׆༻͢Δ͜ͱͰ։ൃ޻਺ظؒΛେ͖͘࡟ݮ Ϣʔβʔʹͱͬͯ΋ωΠςΟϒΞϓϦͷμ΢ϯϩʔυ͕ෆཁͰؾܰ ʹ࢖͍࢝ΊΒΕΔ ໰͍߹ΘͤཤྺΛ஝ੵ͢Δ͜ͱͰ͜Ε·Ͱ೺ѲͰ͖͍ͯͳ͔ͬͨ՝ ୊΍ཁ๬Λ೺Ѳ ੨৿ݝࡾ୔ࢢ ࡾ୔ࢢ໾ॴ

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#fusicxhep ੨৿ࢢʹ͋Δۀ຿༻ྫྷଂݿϝʔΧʔͱͯ͠શࠃ֤஍΁ઃඋͷೲೖϝϯςφϯε ੨৿ݝ੨৿ࢢ Ռ࣮༻ྫྷଂઃඋ େ੨޻ۀגࣜձ༷ࣾ

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#fusicxhep ੨৿ݝ੨৿ࢢ େ੨޻ۀגࣜձ༷ࣾ ྫྷଂઃඋͷނো͕Ն৔ʹूத͢ΔͨΊਓһͷ֬อ͕ࠔ೉ʹͳΔ৔߹͕͋Δ ઃඋΛϦϞʔτ੍ޚ͢Δػث͸ࢢൢ͞Ε͍ͯΔ͕ඇৗʹߴՁ ઃඋͷނোʹΑΓݿ಺ͷ෺඼͕μϝʹͳΔ͜ͱ΋ʜ ՝୊ ઃඋͷج൫΍ηϯαʔΛ֎෦͔Β֬ೝ੍ޚͰ͖Δ*P5γεςϜΛ"84্ʹߏங *P5DPSF ηϯαʔσʔλΛجʹނোΛ༧஌͢Δ"*ϞσϧΛ"NB[PO4BHF.BLFSͰ։ൃ ղܾࡦ

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#fusicxhep ੨৿ݝ੨৿ࢢ େ੨޻ۀגࣜձ༷ࣾ ޮՌ ͓٬༷ͷ੠ ຊγεςϜͷಋೖʹΑΓ८ճϝϯςφϯεͷίετ͕௿ݮ͕ظ଴Ͱ͖Δ͚ͩͰͳ͘ɺ͜ Ε·ͰΫϨʔϜͱͳ͍ͬͯͨઃඋނো͕ࣄલ࿈བྷ͕ՄೳͱͳΓت͹ΕΔΠϕϯτʹมԽ͠ ·ͨ͠ɻαʔϏεͷ޲্ʹΑΓސ٬ͱͷؔ܎΋ڧԽͰ͖·ͨ͠ɻ ͜Ε·Ͱݱ஍Ͱ͔͠Θ͔Βͳ͔ͬͨઃඋͷঢ়گΛϦΞϧλΠϜͰ೺ѲͰ͖ΔΑ͏ʹͳ Γɺނো༧ஹΛݕ஌ͨ͠ࡍʹ͸঎඼ʹӨڹ͕ग़ΔલʹରࡦΛଧͭ͜ͱ͕Մೳʹ ԕִ؂ࢹγεςϜͷಋೖίετ͸͜Ε·Ͱͷʹܰݮ

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#fusicxhep ੨৿ݝࡾ୔ࢢ ,"8"$)03*$&༷ ૑ۀ೥ʹͳΔถͷྲྀ௨ۀऀɻ ϖοτϘτϧʹถΛ෧ೖͨ͠ʮ΃Ϙϥʯͷ੡଄ ൢച΋ߦ͍ͬͯΔ

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#fusicxhep https://www.youtube.com/watch?v=E7TZVzIqbe4 Amazon.comͷςϨϏCMʹ΋࠾༻ʂ

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#fusicxhep ถͷྲྀ௨աఔʹ͓͍ͯɺ໏ฑͷݕ͕ࠪߦΘΕ͍ͯΔ͕ɺଟ͘ͷ৔߹ࢿ֨Λ༗ͨ͠ݕࠪ һ͕໨ࢹͰݕࠪΛߦ͍ͬͯΔ %/"ݕࠪ΋ߦΘΕ͍ͯΔ͕ඇৗʹߴՁͳͨΊશྔݕࠪ͸೉͍͠ ෆਖ਼ࠞೖͳͲ͕ൃੜ͢Δͱେ໰୊ͱͳΔͨΊɺݕࠪһ΁ͷਫ਼ਆతෛ୲͕େ͖͍ ՝୊ ถཻͷը૾͔Β໏ฑΛ൑ఆ͢Δ"*ϞσϧΛ"NB[PO4BHF.BLFSͰ࡞੒͠ɺࡱӨ͢Δ͚ͩ Ͱ໏ฑΛ൑ఆͰ͖ΔεϚʔτϑΥϯΞϓϦΛ։ൃ ੨৿ݝࡾ୔ࢢ ,"8"$)03*$&༷ ղܾࡦ

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#fusicxhep ޮՌ ͓٬༷ͷ੠ Կ౓΋ώΞϦϯάͷͨΊʹݱ৔΁଍ΛӡΜͰ͍͖ͨͩɺݱ৔Ͱ ͷ࡞ۀ΍ݕࠪһͷ໨ͷ෇͚ॴΛγεςϜʹམͱ͠ࠐΜͰ͘Εͨ ͔Βͦ͜ࠓճͷਫ਼౓͕࣮ݱͰ͖ͨͱࢥ͍·͢ɻ஍ݩͷاۀͱ͜ ͷΑ͏ͳߴ౓ͳϓϩδΣΫτΛਐΊΔ͜ͱ͕Ͱ͖ͯඇৗʹָ͠ ͔ͬͨɻ ࢿ֨Λ༗ͨ͠ݕࠪһͱಉ౳Ҏ্ͷਖ਼ղ཰Λ "*Ͱ࣮ݱ ࠓޙશࠃͷݕࠪػؔ΁ͷීٴΛ໨ࢦ͠αʔ Ϗεͷ४උத ੨৿ݝࡾ୔ࢢ ,"8"$)03*$&༷

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#fusicxhep ੨৿ݝࡾ୔ࢢ ,"8"$)03*$&༷ ϓϩδΣΫτͷৄࡉ΍ٕज़తͳ಺༰͸AWS AI Week For DevelopersͷಈըΛ͝ཡ͍ͩ͘͞ https://youtu.be/-dogu9OsoeE?feature=shared

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#fusicxhep https://www.youtube.com/watch?v=E7TZVzIqbe4 େ੨޻ۀ༷ɺ઒௕ϥΠε༷ͷऔΓ૊Έͷಈը

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#fusicxhep ಺੡Խࢧԉͷࣄྫ

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#fusicxhep Ҏ্ͷஂମͰར༻͞Ε͍ͯΔνέοτൢചγ εςϜʰ(FUUJJʢήοςΟʣʱΛ։ൃӡ༻ɻ ΋ͱ΋ͱΦϯϓϨϛεͰӡ༻Λ͞Ε͍͕ͯͨɺαʔ Ϗεͷ੒௕ʹ൐ͬͯɺαʔόͷௐୡίετɺΠϕϯ τ࣌ͷεέʔϧɺ0SBDMFϥΠηϯεͷίετʹ՝୊ Λ๊͓͑ͯΓɺࣾ಺ΤϯδχΞͰ"84΁ͷҠઃΛݕ ౼ɻฐࣾͰҠઃͷࢧԉΛ࣮ࢪɻ ϦϯΫεςʔγϣϯ༷ ੨৿ݝ੨৿ࢢ

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#fusicxhep ࢧԉ಺༰ ΠϯϑϥͷίʔυԽ ਺ϲ݄͔͔͍ͬͯͨΠϯϑϥ૿ઃ͕೔ͰՄೳʹ 0SBDMF3"$͔Β"VSPSB1PTUHSF42-΁ͷϚΠάϨʔγϣϯ ίετ࡟ݮ͚ͩͰͳ͘ɺύϑΥʔϚϯεͷ޲্΋࣮ݱ 1$*%44४ڌ ΞΧ΢ϯτͷ෼཭΍"84/FUXPSL'JSFXBMMͷ׆༻ͳͲΫϥ΢υωΠςΟϒͳܗͰͷ४ڌΛ࣮ݱ ࣗࣾ಺ͰͷΠϯϑϥߏங ଞࣾϕϯμʔʹґཔ͍ͯͨ͠ΠϯϑϥߏஙΛࣗࣾ಺Ͱͷ಺੡Խʹ੾Γସ͑Λ࣮ݱ ϦϯΫεςʔγϣϯ༷ ੨৿ݝ੨৿ࢢ

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#fusicxhep ౦๺େֶൃͷ"*ελʔτΞοϓاۀɻಠࣗͷʮࢀ রܥ"*ʯͷݚڀ։ൃ͓ΑͼɺԻ੠ɾৼಈੜମσʔλ ө૾ͳͲͷ࣌ܥྻσʔλղੳʹΑΔҟৗݕ஌ղੳ αʔϏε΍ɺόΠλϧσʔλղੳʹΑΔ݈߁ঢ়ଶ෼ ੳαʔϏεͷఏڙΛߦͳ͍ͬͯΔɻ "*ͷֶश༻σʔληοτΛ࡞੒ɾ؅ཧ͢Δ4BB4 ʮ"EBOTPOT#BTFʯΛ৽ن։ൃ͢Δʹ͋ͨΓΠϯϑ ϥج൫ͱͯ͠"84ΛબఆɻฐࣾͰߏஙͷࢧԉΛߦ ͳͬͨɻ Ξμϯιϯζ༷ ٶ৓ݝઋ୆ࢢ

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#fusicxhep ࢧԉ಺༰ εϞʔϧελʔτՄೳ͔ͭεέʔϥϒϧͳΠϯϑϥઃܭ 'BSHBUFͱ-BNCEBɺ%ZOBNP%#Λத৺ͱͨ͠αʔόϨεͳΞʔΩςΫνϟ ಛڐٕज़ͷอޢͷͨΊηΩϡΞͳߏ੒ ηΩϡϦςΟϨϕϧʹԠͯ͡ωοτϫʔΫͷ෼཭Λ࣮ࢪ ։ൃ؀ڥͱγʔϜϨεʹ࿈ܞͨ͠$*$%ج൫Πϯϑϥ΋ίʔυԽ (JUIVC͔ΒͷσϓϩΠύΠϓϥΠϯͷߏஙΛࢧԉ ࣾ಺ͰͷΫϥ΢υΤϯδχΞཆ੒ʹͭͳ͕ΔΧϧνϟʔϚΠϯυͷ఻ঝ ͓٬༷ࣾ಺ͰͷτϥϯεϑΝʔΛݟਾ͑ͯɺٕज़৘ใ͚ͩͰͳ͘ɺഎܠʹ͋ΔΧϧνϟʔϚ ΠϯυΛ఻͑Δ Ξμϯιϯζ༷ ٶ৓ݝઋ୆ࢢ

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#fusicxhep ౦๺ΤϦΞͰ΋ࣗࣾͰ4BB4ɺ8&#αʔϏεΛӡ༻͍ͯ͠Δ૊৫Ͱͷ"84ͷ಺੡Խ͸গͣͭ͠ धཁ͕૿͍͑ͯΔ ͦͷҰํͰʜ ౦๺ΤϦΞͰͷ಺੡Խ

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#fusicxhep ஍ํͷ*5࢈ۀͷओཁϓϨΠϠʔ   ट౎ݍͷ։ൃͷԼ੥͚Λߦ͏اۀ ஍৔ͷࣄۀձࣾͷ։ൃΛߦ͏اۀ ͜ͷاۀ܈ͷΫϥ΢υέΠύϏϦςΟΛ޲্͠ͳ͍ͱ஍Ҭͷڝ૪ྗ͕ࣦΘΕΔ ஍ํͰͷ*5࢈ۀͷߏ଄

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#fusicxhep ஍ํͷ։ൃձࣾͷ՝୊ $$P&ͷΑ͏ͳ   σδλϧԽ૊৫΍ਪਐਓࡐΛ اۀ୯ಠͰઃஔ͢Δ͜ͱ͕೉͍͠ େखاۀͷԼ੥͚Ҋ͕݅த৺Ͱ ࣗࣾʹϊ΢ϋ΢͕ͨ·Γʹ͘͘ ࣄྫͷΞϐʔϧ͕ͮ͠Β͍ ಇ͍͍ͯΔΤϯδχΞͷ   εΩϧ͕޿͕Βͣ   ௕ظతͳΩϟϦΞΛݟਾ͑ʹ͍͘ ׳Εٕͨज़ͰͷରԠ͕༏ઌ͞Ε ৽͍͠ςΫϊϩδʔ΍Ϗδωε΁ͷ   νϟϨϯδ͕Ͱ͖ͳ͍

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#fusicxhep ஍Ҭ಺Ͱͷ಺੡Խͱ$$P& ̍૊৫ ̍ΤϦΞ

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#fusicxhep ϔϓλΰϯ͕౦๺ΤϦΞͷ$$P&ͱͳΓɺ   ஍Ҭͷ։ൃاۀͷΫϥ΢υ։ൃͷ಺੡ԽΛਐΊɺ ஍ҬશମΛΫϥ΢υωΠςΟϒ΁มֵ͢ΔऔΓ૊ΈͰ͢ SF-JHIU50)0,6

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#fusicxhep SF-JHIU50)0,6͕໨ࢦ͢ະདྷ ʮނڷΛ੝Γ্͍͛ͨʯͱ͍͏૝͍Λ࣋ͭ։ൃձࣾΛ   ஍Ҭͷ$$P&΁มֵ͠ɺ஍Ҭશମͷ%9ΛՃ଎ͤ͞·͢ ˞ͥͻ౦๺Ҏ֎ͷ஍ํͰ΋

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#fusicxhep Ϋϥ΢υδϟʔχʔ Ϧϑτ γϑτ Ϋϥ΢υωΠςΟϒ ΦϯϓϨ σδλϧτϥϯεϑΥʔϝʔγϣϯ ಺੡Խ

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#fusicxhep ҰൠతͳΫϥ΢υδϟʔχʔ ̍ɹϦϑτ طଘͷΦϯϓϨͷߏ੒؀ڥΛͦͷ··Ϋϥ΢υ΁Ҡઃ ̎ɹγϑτ Ұ෦ػೳΛ੾Γग़ͯ͠Ϋϥ΢υʹ࠷దԽ ̏ɹΫϥ΢υωΠςΟϒ Ϋϥ΢υͷಛੑʹ߹Θͤͯ࠶ઃܭ͠ɺશ໘Ϋϥ΢υ࠷దԽ

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#fusicxhep ஍ํதখاۀʹ͓͚ΔΫϥ΢υδϟʔχʔ ɹ*5ະಋೖˠ஍ํͰ͸͜͜ͷׂ߹͕ඇৗʹߴ͍ ̍ɹϦϑτ ΦϯϓϨͷߏ੒؀ڥΛͦͷ··Ϋϥ΢υ΁Ҡઃ ̎ɹγϑτ Ұ෦ػೳΛ੾Γग़ͯ͠Ϋϥ΢υʹ࠷దԽ ̏ɹΫϥ΢υωΠςΟϒ Ϋϥ΢υͷಛੑʹ߹Θͤͯ࠶ઃܭ͠ɺશ໘Ϋϥ΢υ࠷దԽ

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#fusicxhep ஍ํதখاۀʹ͓͚ΔΫϥ΢υδϟʔχʔ ɹ*5ະಋೖ ̍ɹϦϑτ ΦϯϓϨͷߏ੒؀ڥΛͦͷ··Ϋϥ΢υ΁Ҡઃ ̎ɹγϑτ Ұ෦ػೳΛ੾Γग़ͯ͠Ϋϥ΢υʹ࠷దԽ ̏ɹΫϥ΢υωΠςΟϒ Ϋϥ΢υͷಛੑʹ߹Θͤͯ࠶ઃܭ͠ɺશ໘Ϋϥ΢υ࠷దԽ ϦʔϓϑϩοάܕൃలͷՄೳੑ

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#fusicxhep ஍ํͰͷΫϥ΢υ"**P5׆༻ͱ%9 ՝୊ઌਐ஍Ҭ ߴྸԽ ਓޱݮগ ৘ใ Ϧςϥγʔ ෆ଍ ॴಘ֨ࠩ ޙܧऀ ෆ଍ ஍ํͷ՝୊ΛΫϥ΢υ/AI/IoTͰղܾ → Ϗδωεͷ஍࢈஍ফ Ϋϥ΢υ׆༻ʹΑΔޮ཰Խ ݱ࣮ੈք΁޿͕Δ"**P5ٕज़ ஍ํͷ*5ࣄۀऀ ஍ํͷ՝୊ղܾˠ౦ژΛܦ༝ͤͣʹάϩʔόϧԽ

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#fusicxhep ·ͱΊ Ϋϥ΢υ"**P5͸΋͸΍ ट౎ݍɺελʔτΞοϓɺΤϯλʔϓϥΠζ͚ͩͷ΋ͷͰ͸ͳ͍ ࠓͦ͜ɺதখ஍ํൃͷσδλϧτϥϯεϑΥʔϝʔγϣϯΛʂ