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How to growth the delish kitchen team to data-d...
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Masatoshi Shimada
February 19, 2018
Programming
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1.2k
How to growth the delish kitchen team to data-driven team
Masatoshi Shimada
February 19, 2018
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Transcript
%&-*4),*5$)&/ ϓϩμΫτνʔϜΛσʔλۦಈܕ৫ ʹҭͯͨ%8)׆༻ࣄྫ ౡాխ 1-";."5%*OUFSOBM%BZ5%5FDI5BML
ࣗݾհ w ౡాխ!TNENUT w ιϑτΣΞΤϯδχΞ w 4DBMBc1ZUIPOc(PMBOHc+BWBc%%% w
גࣜձࣾΤϒϦʔॴଐ w %&-*4),*5$)&/σʔλੳܥશൠ୲ w ओʹੳج൫ɺ৴໘࠷దԽͳͲΛ୲ 2
ΞϓϦϦϦʔε *OTUBMMɿສʴ Ϩγϐɿສʴ ݄ؒ࠶ੜɿԯສճʴʢ4/4ؚΉʣ "QQ4UPSF#&450' (PPHMF1MBZϕετΦϒ ࠃΞϓϦμϯϩʔυୈ̏Ґ ʢ̍Ґ-*/&ɺ̎Ґ:BIPP+"1"/˞ඇήʔϜɹ"QQ"OOJFௐʣ ɾຖ৽ணྉཧಈը͕ߘ͞ΕΔ ɹɾྉཧϨγϐಈըʢௐཧݙཱखॱʣ
ɹɾࠂओλΠΞοϓಈը <13>%&-*4),*5$)&/ͷհʢ͔ΜͨΜʹʣ 3
نײͳͲ w ैۀһɿ໊͘Β͍ʢ৫ͰશϝσΟΞӡӦʣ w ʮಈըΛ௨ͯͬ͡ͱָ͘͠ɺͬͱॆ࣮ͨ͠ຖʹʯΛ Ϟοτʔͱͨ͠ಈըϝσΟΞاۀ w "84($1Λத৺ͱͨ͠ϚϧνΫϥυͰӡ༻͍ͯ͠Δ w 'JSFCBTFɾ$JSDMF$*ͳͲͷ#BB44BB4Λ׆༻͍ͯ͠Δ
w 5SFBTVSF%BUB1SFTUPͱEJHEBHΛར༻ͨ͘͠ಋೖͨ͠ 4
ΞδΣϯμ w %&-*4),*5$)&/ϓϩμΫτνʔϜΛ σʔλۦಈܕ৫ʹ͢ΔͨΊʹͬͨ͜ͱ w 5SFBTVSF%BUBͷΞϓϦΈࠐΈࣄྫհ w ·ͱΊ 5
%&-*4),*5$)&/ ϓϩμΫτνʔϜΛ σʔλۦಈܕ৫ʹ͢ΔͨΊʹͬͨ͜ͱ
ϩάੳج൫ུ֓ਤ "1*αʔό ࠂޮՌଌఆ Πϕϯτܭଌ %8) #JH2VFSZ ՄࢹԽ 3&45"1* 7
w Πϕϯτܭଌ'JSFCBTF"OBMZUJDTΛར༻ w (PPHMF͕ఏڙ͍ͯ͠Δศརͳ#BB4 w #JH2VFSZʹΠϕϯτܭଌϩά͕࿈ܞՄೳ w σʔλநग़ͷ42-ʹ6//&45Λଟ༻͢Δ͜ͱʹͳΓɺɹɹɹ ΤϯδχΞҎ֎42-࣮͕ࠔ w
ேόονʢEJHEBH FNCVMLPOFNSʣͰɺ#2͔Β5% ʹసૹ w "1*ϩάqVFOUEͰ5%ͱ4ʹసૹ w ࠂޮՌଌఆϩάɺ3&45"1*Ͱ5%ʹసૹ ϩάੳج൫ͷ֓ཁ 8
4JOHMF4PVSDFPG5SVUI The state of your whole application is stored in
an object tree within a single store. by redux. w ΞϓϦέʔγϣϯͷঢ়ଶҰݩཧ͞ΕΔ͖Ͱ ͋Δ w Ϗοάσʔλʹ͓͍ͯɺҰͭͷॴʹूͯ͠ݕ ࡧՄೳͱ͢Δ͖Ͱ͋Δ w ݱ࣮తʹاۀͷσʔλ༷ʑͳܗͰଘࡏ͓ͯ͠ Γ݁߹͢Δ͜ͱ͍͠ 9
ϝσΟΞاը "CPVU%&-*4),*5$)&/5&". αʔϏεاը։ൃ ϚʔέςΟϯάηʔϧε ࣮ࡍͷ෦ॺ໊ͱҟͳΓ·͢ ΤϯδχΞ͕ࡏ੶͢Δͷ ͜ͷ෦ॺͷ։ൃ෦ σʔλΤϯδχΞɿ໊ σʔλΞφϦετɿ໊ ੳ୲ΤϯδχΞ৫ʹ͓͚ΔσʔλΛҰݩཧ͠ɺ
֤νʔϜͷ,1*ΛՄࢹԽͯ͠վળΛଅ͢͜ͱ͕ϛογϣϯ 10 ΧελϚʔαϙʔτ ඪ,1*ୡͷͨΊʹɺ શνʔϜ͕3FEBTIΛݟͯ 1%$"Λճ͍ͯ͠Δ ʢˎ$4͓͍߹ΘͤௐࠪͰར༻ʣ
σʔλۦಈ৫ͱ͢ΔͨΊʹͬͨ͜ͱ wੳͷෑډΛపఈతʹԼ͛Δ ฏқͳ42-ͰੳՄೳͱ͢Δ ҰͭͷσʔλιʔεͰݕࡧՄೳͱ͢Δʢ4405ʣ w֤υϝΠϯຖͷதؒςʔϒϧΛࢁ࡞Δʢৠཹʣ ੜϩά͔ΒυϝΠϯಛԽ͞ΕͨதؒσʔλΛੜ͢Δ w,1*ͷՄࢹԽάϥϑΛࢁ࡞Δ ࢪࡦՄࢹԽάϥϑͱ"#ςετͷ݁Ռ͔Βஅ ՄࢹԽάϥϑΛݟͨϝϯόʔͷֶश͕ࣗಈతʹ͡·Δ 11
ιϑτΣΞͷߏ͕ɺ৫ͷߏʹө͞Εͨ 12 ϝσΟΞاը αʔϏεاը։ൃ ϚʔέςΟϯάηʔϧε ΧελϚʔαϙʔτ ֤෦͕ඞཁͱ͢Δσʔλͷ ՄࢹԽͷෑډΛపఈతʹԼ͛ͨΒɺ ৫શମ͕σʔλத৺ʹճΔΑ͏ʹͳͬͨ ΤϯδχΞσΟϨΫλʔ৽ࢪࡦͷʹɺ
μογϡϘʔυΛ࡞Δࣄ͕श׳ʹ ٯίϯΣΠઓུʢ5IPVHIU8PSLTʣ
3FEBTIͰ42-Λ֮͑ͯɺ (JU)VCʹϓϧϦΫΤετΛૹΔਓ͕ݱΕͨ ɹɹɹɹɹɹɹɹɹɹɹʢσΟϨΫλʔ৬ʣ σʔλຽओԽΛଅͨ݁͠Ռ 13
5SFBTVSF%BUBͷ ΞϓϦΈࠐΈࣄྫհ
Θ͔Γ͍͢ྫͱͯ͠ɺ ϑϦʔΫΤϯγʔίϯτϩʔϧ Կಉ͡ϨγϐΛఏҊ͠ͳ͍ 15 ৴໘࠷దԽʢύʔιφϥΠζԽʣ
৴໘࠷దԽʢύʔιφϥΠζԽʣ ɹϑϦʔΫΤϯγʔίϯτϩʔϧɿ ɹɹҙͷϢʔβ͕ࠨଆͷϨγϐΛࢹௌࡁΈͩͬͨ߹ɺ ɹ࠶ΞϓϦΛىಈ͢ΔͱॴఆͷΞϧΰϦζϜʹैͬͯɺ ɹɹࣗಈతʹӈʹεϥΠυ͞ΕະͷϨγϐΛݟͯΒ͏ ʢҰ෦݅ͷ߹আ͘ʣɹ 16
ΞʔΩςΫνϟߏʢ֓ཁʣ w ϢʔβߦಈϩάΛৠཹͯ͠ΞϓϦʹྲྀ͢ΔΈ w EJHEBHͰ42-ʹΑΔσʔλநग़͕ॲཧ։࢝ w 5%40CKFDU$SFBUFΠϕϯτͰ-BNCEB͕ىಈ w ॲཧࡁΈσʔλ3FEJT$MVTUFSʹอଘ ΞϓϦͷੳ݁ՌΛΞϓϦʹྲྀ
17
wॲཧ։࢝ͷτϦΨʔEJHEBHʹΑΔ42-Πϕϯτۦಈ #25%సૹྔ͕ݮΔΑ͏ʹ453*/(@"((ͯ͠సૹ 1SFTUPܭࢉྔ͕ݮΔΑ͏ʹࣄલʹܭࢉࡁΈͷσʔλͱ 6/*0/"--ͯ͠4ʹ&YQPSU w -BNCEBʹΑΔ40CKFDU$SFBUFΠϕϯτͰॲཧΛܧଓ ετϦʔϜॲཧ࣮͍ͯ͠ͳ͍ ʢίετͱཁ݅ͱͷόϥϯεײ֮ͷʣ ΞʔΩςΫνϟߏʢৄࡉʣ 18
w-BNCEBͰλΠϜΞτʢ੍ݶʣͤ͞ͳ͍ͨΊʹɺ 5%͔Β4ʹॻ͖ग़ͨ͠ޙʹ-BNCEBͰϑΝΠϧׂ ճ͋ͨΓͷॲཧྔΛগͳ͘͢ΕλΠϜΞτ͠ͳ͍ ࣮ࡍͷॲཧܥೋஈͷ-BNCEBͰࢄ࣮ߦ w -BNCEBͰෆՄೳͳॲཧ(,&ʹҕৡ ,VCFSOFUFT্ͰػցֶशͳͲͷॲཧΛ࣮ߦ͍ͯ͠Δ w 3FEJT$MVTUFSʹ.FTTBHF1BDL ;TUEͰѹॖͯ͠ӬଓԽ
ΞʔΩςΫνϟߏʢৄࡉʣ 19
·ͱΊ
w%&-*4),*5$)&/ϓϩμΫτνʔϜΛσʔλۦಈܕ৫ ʹ͢ΔͨΊʹͬͨ͜ͱ σʔλͷҰݩཧʢ4405ʣͷ࣮ݱ͕େࣄ ୭ͰੳՄೳͰσʔλΛར༻ग़དྷΔڥΓ͕େࣄ w5SFBTVSF%BUBͷΞϓϦΈࠐΈࣄྫհ EJHEBHͱ1SFTUPͰεέδϡʔϦϯά͠4ʹ&YQPSU 5%͔Βઌ4ͷอଘΠϕϯτ -BNCEB͕ศར ·ͱΊ 21
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