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+9௨৴ࣾʹ͓͚Δ ࣮ફత.-0QT 'FOH8BOH +91SFTT$PSQPSBUJPO.BDIJOF-FBSOJOH&OHJOFFS ਝ଎ͳχϡʔε଎ใൃ৴Λࢧ͑Δ.-0QT

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Agenda 1, +9௨৴ࣾͷػցֶशλεΫ ࣄۀഎܠʹԊͬͨ.-0QTϓϥΫςΟε ࠓ೔ൃදͷ಺༰ɿ ɾػցֶशϞσϧ࡞੒ͷϑϩʔʢखಈͷ࣌ظʣ ɾ.-0QTΫϥ΢υԽͷ޻෉ͱ՝୊ղܾ

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2,ݱঢ়෼ੳͱ໰୊఺ ,ձࣾ঺հ ˞IUUQTTQFBLFSEFDLDPNKYQSFTTJOUSPEVDUJPO

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0,ձࣾ঺հ ςΫϊϩδʔͰɺtoB/toCͷʮ஌Γ͍ͨʯʹԠ͑ΔαʔϏεΛల։த ใಓػؔɺ৘ใϦαʔνձࣾͷʮ࿑ಇू໿ϞσϧʯΛػցԽͰσΟεϥϓτ

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+9௨৴ࣾͷػցֶशλεΫ ʢࣄۀഎܠʣ 01

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1, JX௨৴ࣾͷػցֶशλεΫ ࡂ֐ɾࣄނɾࣄ݅ʹؔ͢Δ౤ߘ͚ͩΛॠ࣌ʹબผɺൃੜ஍఺ͳͲΛղੳ ࣗવݴޠॲཧɺػցֶशɺը૾ղੳͳͲͷςΫϊϩδʔΛ׆༻ JX௨৴ࣾͷجװͱͳΔBtoB޲͚ͷαʔϏεʢSaaSʣ SNS্ͷ৘ใऩूΛߴ͍ϨϕϧͰػցԽ͠ɺۓٸ৘ใΛ͍ͪૣ͘ಧ͚Δ ๲େͳ਺ͷSNS౤ߘ͔Β… ॠ࣌ʹऩूղੳ Րࣄͩ!! ࣄ݅!? ं͕ԣస ͯͨ͠…

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, JX௨৴ࣾͷػցֶशλεΫ w σʔλྔ͕ଟ͍͔ͭ೔ʑߋ৽ ͞ΕΔ w ϊΠζ͕ଟ͍ w 5FYUσʔλͱ#JOBSZσʔλ ʢը૾ɾಈըʣ྆ํଘࡏ͢Δ JX௨৴ࣾͷجװͱͳΔBtoB޲͚ͷαʔϏεʢSaaS) σʔλͷಛ௃

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, JX௨৴ࣾͷػցֶशλεΫ w গ਺ਫ਼Ӷ w εϐʔυॏࢹ w αʔϏεͷ։ൃ؀ڥʹ Ԋͬͨ.-0QT w ʮྗΛ࢖͏΂͖ͱ͜Ζ ʹ஫ྗ͢Δʯ .-νʔϜͷಛ௃

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ࣄۀഎܠʹԊͬͨ .-0QTϓϥΫςΟε 02

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ػցֶशϞσϧ࡞੒ͷϑϩʔ ʢखಈ࣌ظʣ 2-0

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, JX௨৴ࣾͷػցֶशλεΫ ػցֶशϞσϧ࡞੒ͷϑϩʔʢखಈ࣌ظʣ w ࣾ಺ΦϯϓϨͷ(16αʔόʔͰϞσϧͷ࡞੒ͱධՁΛߦ͏ w ֶश༻σʔλ͸αʔϏεͷ%#͔Βऔಘ w ϞσϧϑΝΠϧͱ"1*ͷιʔείʔυͱͱ΋ʹ؅ཧͱσϓϩΠ

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, JX௨৴ࣾͷػցֶशλεΫ IUUQTDMPVEHPPHMFDPNBSDIJUFDUVSFNMPQTDPOUJOVPVTEFMJWFSZBOEBVUPNBUJPOQJQFMJOFTJONBDIJOFMFBSOJOH Google - ʰMLOps: ػցֶशʹ͓͚ΔܧଓతσϦόϦʔͱࣗಈԽͷύΠϓϥΠϯʱ

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, JX௨৴ࣾͷػցֶशλεΫ खಈ࣌ظͷ՝୊ w ֶशσʔλऔΓʹ͍͘՝୊ w ࣮ݧ࠶ݱੑͷ՝୊ w ܧଓతͳϞσϧධՁͷ՝୊ w ϞσϧσϓϩΠͷ՝୊

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ֶशσʔλऔΓʹ͍͘՝୊ͱղܾ 2-1

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, ֶशσʔλऔΓʹ͍͘՝୊ ֶशσʔλ͕औΓʹ͍͘ ɾσʔλ͸"84ʹ͋ΔͨΊɺΦϯ ϓϨʹ࣋ͬͯ͘Δͷ͸େม ɾΦϯϓϨαʔόʔͷσΟεΫ༰ ྔ͕ݶΒΕ͍ͯΔ

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, ֶशσʔλऔΓʹ͍͘՝୊ͷղܾ σʔλج൫ͷߏங ɾ෼ੳνʔϜ΋धཁ͕͋Δ ɾ#JH2VFSZΛ࠾༻ ɾ࢖͍΍͢͞ ɾ஋ஈͷ΍͢͞ ɾ1JQFMJOF͸.BOBHFEͳ"JSqPXΛ࠾༻ σʔλج൫Λߏங͔ͯ͠Βɺ.-ͷֶशσʔλͷ՝୊΋ͱͱ΋ʹղܾ

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, ֶशσʔλऔΓʹ͍͘՝୊ͷղܾ ᶃ&NCVMLΛར༻ͯ͠3%4ͷ 5BCVMBSσʔλΛ$47ʹม׵ ᶄ4ʹ͋Δ#JOBSZσʔλͱ ͱ΋ʹ($4ʹసૹ σʔλج൫্Ͱֶशσʔλͷ1JQFMJOF

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, ֶशσʔλऔΓʹ͍͘՝୊ͷղܾ ᶅ$47σʔλΛ#JH2VFSZʹ-PBE ᶆલॲཧɺαϯϓϦϯάɺֶश σʔλͷ࡞੒ͳͲ͸&5-Ͱ࣮ݱ σʔλج൫্Ͱֶशσʔλͷ1JQFMJOF

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, ֶशσʔλऔΓʹ͍͘՝୊ͷղܾ ᶇ$MPVE$PNQPTFS "JSqPX Ͱ͢΂ͯͷॲཧͷεέδϡʔ ϧΛίϯτϩʔϧ σʔλج൫্Ͱֶशσʔλͷ1JQFMJOF

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, ֶशσʔλऔΓʹ͍͘՝୊ͷղܾ "JSqPXͷ%"(ϑΝΠϧͷ εέδϡʔϧΛઃఆྫ "JSqPXͰεέδϡʔϧ؅ཧ "JSqPXͷεέδϡʔϧը໘

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, ֶशσʔλऔΓʹ͍͘՝୊ͷղܾ σʔλج൫্Ͱֶशσʔλͷ1JQFMJOF ɾલॲཧࡁΈ ɾ͙͢࢖͑Δֶशσʔλ ɾࢦఆͨ࣌ؒ͠͝ͱʹ ߋ৽͞ΕΔΑ͏ʹͳΔ

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࣮ݧ࠶ݱੑͷ՝୊ͱղܾ 2-2

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࣮ݧ࠶ݱੑͷ՝୊ ࣮ݧͷ࠶ݱੑ͕ͳ͍ ɾϞσϧ࡞੒͸ΞυϗοΫͳ +VQZUFS/PUFCPPL ɾܧଓͳֶश͕Ͱ͖ͳ͍ͨΊɺ Ϟσϧͷߋ৽ʹ͕͔͔࣌ؒΔ ɾ؀ڥ͕ҧ͏ͱਪ࿦݁Ռ͕ҟͳΔ ৔߹͕͋Δ

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࣮ݧ࠶ݱੑͷ՝୊Λղܾ ࣮ݧίʔυɾ؀ڥͷ౷ҰԽ ᶃΦϯϓϨ+VQZUFS/PUFCPPL͸࣮ݧɾݕূͷΈʹ ᶄ1Z5PSDI-JHIUOJOHΛ࢖ֶͬͯशίʔυΛςϯϓ ϨʔτԽ ᶅ࣮ݧ͸(,&ͷ$MVTUFS্Ͱ࣮ߦ͢ΔΑ͏ʹ ɾεέʔϥϒϧͳ؀ڥͰֶशͰ͖ΔΑ͏ʹ ɾֶशίʔυ͕ϝϯςφϯεͰ͖ΔΑ͏ʹ ϒϩάɿଐਓԽ͕ͪ͠ͳR&DΛνʔϜ։ൃ͢ΔͨΊͷJX௨৴ࣾͰͷ޻෉ (https://tech.jxpress.net/entry/2021/10/27/160154)

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࣮ݧ࠶ݱੑͷ՝୊Λղܾ σʔλج൫্Ͱֶशόονͷ؅ཧ ᶆ࣮ݧ݁ՌΛ.-qPXͰ؅ཧ ᶇ"JSqPXͰࢦఆͨ͠εέδϡʔϧ Ͱֶश͢ΔΑ͏ʹ ɾ࣮ݧͷ.FUBσʔλΛҰݩ؅ཧ ɾܧଓతͳֶश͕Ͱ͖ΔΑ͏ʹ ɾϞσϧ͕ຖि৽͘͠࡞ΒΕΔ ϒϩάɿଐਓԽ͕ͪ͠ͳR&DΛνʔϜ։ൃ͢ΔͨΊͷJX௨৴ࣾͰͷ޻෉ (https://tech.jxpress.net/entry/2021/10/27/160154)

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࣮ݧ࠶ݱੑͷ՝୊Λղܾ "JSqPXͰ΋ػೳతʹຬ଍͕ͩͬͨʜ

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࣮ݧ࠶ݱੑͷ՝୊Λղܾ 7FSUFY1JQFMJOFTʹҠߦ͍ͯ͠Δ

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࣮ݧ࠶ݱੑͷ՝୊Λղܾ 7FSUFY1JQFMJOFTͷϝϦοτ ɾ.-ΤϯδχΞͷֶशίετ͕௿͍ ɹɾ($4ʹϚ΢ϯτͯ͘͠ΕΔͱ͔ ɾ.-ͷจ຺ʹԊͬͨ6* ɾϑϧϚωʔδυͳΠϯϑϥ

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࣮ݧ࠶ݱੑͷ՝୊Λղܾ ը໘ͷൺֱɿ"JSqPXWT7FSUFY1JQFMJOFT

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࣮ݧ࠶ݱੑͷ՝୊Λղܾ ֶशɾධՁͳͲͷ+PC͸7FSUFY5SBJOJOHͰ 7FSUFY5SBJOJOHͰ+PCͷҰཡΛݟΕΔ .BOBHFEͳ؀ڥ͕༻ҙ͞ΕΔ

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ܧଓతͳϞσϧධՁͷ՝୊ͱղܾ 2-3

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ܧଓͳϞσϧධՁͷ՝୊ ܧଓͳϞσϧධՁ͕Ͱ͖ͳ͍ ɾֶशͱಉ͡ɺධՁ΋ΦϯϓϨ ɾධՁάϥϑɺϨϙʔτͳͲ΋ຖճ /PUFCPPL্ʹ࡞੒͞ΕΔ ɾϞσϧੑೳͷϞχλϦϯά͕Ͱ͖ ͍ͯͳ͍

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ܧଓͳϞσϧධՁͷ՝୊Λղܾ ᶃϞσϧධՁ༻ʢ3P$ͳͲʣͷσʔλΛܭࢉͯ͠ɺ·ͨ#JH2VFSZʹอଘ ᶄֶशͱಉ͡"JSqPXͰिؒPS೔ճࣗಈతʹ࣮ߦ͢ΔΑ͏ʹίϯτϩʔϧ σʔλج൫ͰධՁϨϙʔτ༻σʔλΛࣗಈੜ੒

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ܧଓͳϞσϧධՁͷ՝୊Λղܾ #*πʔϧͰධՁσʔλͰධՁϨϙʔτΛࣗಈੜ੒ ɾ3FEBTIͰධՁσʔλͷՄࢹԽ ɾ೔ɾिຖʹධՁϨϙʔτ͕ߋ৽͞ΕΔ

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ܧଓͳϞσϧධՁͷ՝୊Λղܾ ɾ3FEBTIͰධՁσʔλͷՄࢹԽ ɾ4MBDL௨஌΋࣮૷ #*πʔϧͰධՁσʔλͰධՁϨϙʔτΛࣗಈੜ੒ 4MBDL௨஌ 3FEBTIͷμογϡϘʔυը໘

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ϞσϧσϓϩΠͷ՝୊ͱղܾ 2-4

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ϞσϧσϓϩΠͷ՝୊ ܧଓͳϞσϧσϓϩΠ͕Ͱ͖ͳ͍ ɾϞσϧσϓϩΠ͕खಈ ɾຊ൪·ͰϞσϧߋ৽࣌ؒΛ͔͔Δ

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ϞσϧσϓϩΠͷ՝୊ͱղܾ ৽͍͠ϞσϧσϓϩΠͷ࢓૊Έ ʢ৽ʣ.-"1*͕($4͔ΒϞσϧΛಈతʹ μ΢ϯϩʔυ͢ΔΑ͏ʹ ʢچʣιʔείʔυʹϞσϧ ΛೖΕΔ

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ϞσϧσϓϩΠͷ՝୊ͱղܾ ϞσϧσϓϩΠͷ࢓૊Έ Ϟσϧֶशޙɺ%FQMPZ+PCΛ7FSUFY 1JQFMJOFT͔Βىಈ

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ϞσϧσϓϩΠͷ՝୊ͱղܾ %FQMPZ+PCͷॲཧ ᶃ৽Ϟσϧͱաڈͷϕετ Ϟσϧͱൺ΂Δ ϞσϧσϓϩΠͷ࢓૊Έ

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ϞσϧσϓϩΠͷ՝୊ͱղܾ ϞσϧσϓϩΠͷ࢓૊Έ ᶄ4MBDLʹൺֱ݁ՌΛ௨஌ %FQMPZ+PCͷॲཧ

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ϞσϧσϓϩΠͷ՝୊ͱղܾ ϞσϧσϓϩΠͷ࢓૊Έ ᶅ৽Ϟσϧͷ݁Ռ͸ϕετ ϞσϧΑ͍ྑ͍ͳΒɺϕε τϞσϧͱೖΕସ͑Δ ᶆ.-"1*ʹϞσϧΛμ΢ ϯϩʔυͤ͞Δ %FQMPZ+PCͷॲཧ

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ϞσϧσϓϩΠͷ՝୊ͱղܾ ϞσϧσϓϩΠͷ࢓૊Έ ࠷৽͔ͭҰ൪ਫ਼౓Α͍Ϟσ ϧ͸ܧଓతʹ($4ʹ֨ೲ ͞Ε .-"1*΋ܧଓతʹ࠷৽ͷ ϞσϧͰӡ༻͢ΔΑ͏ʹ ͳͬͨ

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Thank you!