$30 off During Our Annual Pro Sale. View Details »
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
kurotaky-output-2012-2018
Search
Yuta Kurotaki
January 29, 2019
Education
1
800
kurotaky-output-2012-2018
q-tech Meeting X #1
https://q-tech.connpass.com/event/115711/
Yuta Kurotaki
January 29, 2019
Tweet
Share
More Decks by Yuta Kurotaki
See All by Yuta Kurotaki
GMOペパボのSUZURIを支えるAIOpsの実践
kurotaky
0
110
CTO Night & Day 2024 Product Feedback Lunch
kurotaky
1
160
ゼロからわかるリザバーコンピューティング
kurotaky
1
1.9k
SUZURI DX 2023
kurotaky
1
190
How GitHub Copilot Transforms Development Productivity
kurotaky
18
14k
The story of repairing my junk keyboard with The kinT keyboard controller
kurotaky
0
1.7k
DevRel_Japan CONFERENCE 2023
kurotaky
1
2k
ctoa-wakate-01-company-introduction
kurotaky
0
310
Ethereum for Ruby
kurotaky
2
2k
Other Decks in Education
See All in Education
Introduction - Lecture 1 - Web Technologies (1019888BNR)
signer
PRO
0
5.8k
【ZEPホスト用メタバース校舎操作ガイド】
ainischool
0
150
自分だけの、誰も想像できないキャリアの育て方 〜偶然から始めるキャリアプラン〜 / Career planning starting by luckly v2
vtryo
1
340
2025年度伊藤正彦ゼミ紹介
imash
0
140
Padlet opetuksessa
matleenalaakso
9
15k
Use Cases and Course Review - Lecture 8 - Human-Computer Interaction (1023841ANR)
signer
PRO
0
1.3k
1202
cbtlibrary
0
150
RGBでも蛍光を!? / RayTracingCamp11
kugimasa
1
260
20251119 如果是勇者欣美爾的話, 他會怎麼做? 東海資工
pichuang
0
140
Réaliser un diagnostic externe
martine
0
830
AIを使って最新研究 について調べて発表しよ う!
mickey_kubo
4
170
卒論の書き方 / Happy Writing
kaityo256
PRO
50
27k
Featured
See All Featured
Test your architecture with Archunit
thirion
1
2.1k
Mozcon NYC 2025: Stop Losing SEO Traffic
samtorres
0
75
WCS-LA-2024
lcolladotor
0
380
Large-scale JavaScript Application Architecture
addyosmani
515
110k
How Fast Is Fast Enough? [PerfNow 2025]
tammyeverts
3
400
Evolving SEO for Evolving Search Engines
ryanjones
0
72
How to Align SEO within the Product Triangle To Get Buy-In & Support - #RIMC
aleyda
1
1.3k
The SEO identity crisis: Don't let AI make you average
varn
0
32
GraphQLの誤解/rethinking-graphql
sonatard
73
11k
Beyond borders and beyond the search box: How to win the global "messy middle" with AI-driven SEO
davidcarrasco
0
22
jQuery: Nuts, Bolts and Bling
dougneiner
65
8.3k
KATA
mclloyd
PRO
33
15k
Transcript
ʙࣗͷମݧ͔Βݟ͖͑ͯͨͷʙ ࠇ୍༔ଠ(.01FQBCP *OD RUFDI.FFUJOH9 Ξτϓοτͱࣗݾ
ݚڀऀ ࠇ୍༔ଠ!LVSPUBLZ 46;63*ࣄۀ෦ϓϩμΫτνʔϜ ςΫχΧϧϦʔυ
46;63*
46;63*1FPQMF
$BOWBUI
͡Ίʹ wʹιϑτΣΞ։ൃΛ͡Ίͯɺͨ͘͞Μͷํʑʹ͓ੈʹͳΓͳ͕ ΒɺࣗͳΓʹ৭ʑͱʮΞτϓοτʯΛ͖ͯͯ͠͠·ͨ͠ɻຊʮΞ τϓοτͱࣗݾʯͱ͍͏ςʔϚͰɺࣗͷࠓ·ͰΛ;Γ͔͑Γͳ͕Βɺ େͩͱࢥ͍ͬͯΔ͜ͱʹ͍ͭͯൃද͠·͢ɻ w͜Ε͔ΒʮΞτϓοτʯ͍ͯͧ͘͠ʂͱ͍͏ํͷࢀߟʹͳΕخ͍͠Ͱ͢ɻ
݄৽ଔೖࣾ w8FCͷ͜ͱ͋·ΓΘ͔Βͳ͍ wΤϯδχΞݚमʹͯ3VCZ(JUΛͬͯΈΔ͕ɺΑͪΑͪา͖ wಉظࣾ֎ͷ༏लͳΤϯδχΞΛݟͯযΔ wΘ͔Βͳ͍͜ͱଟ͗͢ɺपΓͱͷൺֱͰΉʜ
ઌഐΤϯδχΞͷzΑ͍zͱ͞Ε͍ͯΔৼΔ͍Λਅࣅͨ͠ w Ұ࣍ใΛ֬ೝ͢Δ 3'$ɺυΩϡϝϯτ w ϩάΛಡΉɺΤϥʔϝοηʔδΛಡΉɺςετΛಡΉ w ຊΛಡΜͰษڧ͢Δ w
ઌഐͷใΛಡΉɾΠϕϯτΛνΣοΫ͢Δ w ࣾษڧձͷࢀՃ ॳΊͯͷ3VCZಡॻձͳͲ w ֎෦ΠϕϯτͷࢀՃ ࡳຈ3VCZձٞελοϑɾ:"1$ࢀՃͳͲ w Πϯϓοτ͕ଟΊ
w ଐ͕ܾ·Δ w ݚमɺ0+5ͰֶΜͩࣄΓଓ͚ͨ w ͱʹ͔͘Γଓ͚ΔҎ֎ͷબࢶ͕ແ͔ͬͨʜ w ٕज़తʹਖ਼͍͠ͱ͍͏͚࣠ͩͰͳ͘ɺϢʔβʔͷՁʹͭͳ͕͍ͬͯΔ͔ʁϏδωε ͱͯ͠Ͳ͏͔ʁͱ͍͏࣠Λҙࣝ͢ΔΑ͏ʹͳ͖ͬͯͨͣʜ
ݚमͰֶΜͩ͜ͱΛΓଓ͚ͨ wࣄΛ͏·͘ਐΊΒΕͳͯ͘Ή wۀ1)1ϝΠϯ͚ͩͬͨͲɺझຯͷ8FCαʔϏε։ൃͰ3VCZͷษڧ wಡॻձܧଓ wͱʹ͔͘Πϯϓοτ͍ͯͨ͠ wͬͱΞτϓοτؤுΕྑ͔ͬͨͳͱࢥ͍·͢
w৽نϓϩδΣΫτ্ཱͪ͛ʹؔΘΔ wΤϯδχΞ୲ࣗਓ wͨ͘͞ΜίʔυΛॻ͘ wࣾͷଞͷϓϩδΣΫτࣗͷझຯͰॻ͍ͨίʔυΛࢀߟʹਐΊΔ w3BJMT(JSMTͷίʔνʹઓͯ͠ΈΔ
ࣗͰܾΊͯɺࣗͰਐΊΔ͜ͱͷେ͞ΛֶͿ wࠓ·Ͱ͕͋ͬͨΒઌഐ͕ॿ͚ͯ ͑Λग़ͯ͠ ͘Εͯղܾͨ͠ wࣗͰܾΊͳͯ͘ɺ࠷ޙઌഐ͕ܾΊͯ͘ΕΔ w૬ख͕͑Λग़͢ͷ͕લఏʹ͋ΔͷͰɺ࣍ͷҰาΛ౿Έग़͢લʹऴΔ wϑΟʔυόοΫΛΒ͍ɺࣗͳΓͷʹର͢Δ͑Λग़͢͜ͱʹͨ͠ w֎෦ͷΞτϓοτΛҙࣝ͢ΔΑ͏ʹͳΔ wਓʹڭ͑Δ͜ͱΞτϓοτ
wۀͰͬͨ͜ͱΛϕʔεʹநԽɺ044ʹߩݙͨ͠Γɺొஃͨ͠Γͨ͠ wॳֶऀ͚ʹίʔνΛ͢Δͷܧଓ wίϛϡχςΟͷখ͞ͳߩݙΛ௨ֶͯ͠ΜͰ͍ͬͨ wࣗͷΞΫγϣϯʹؔͯ͠ఆظతʹ;Γ͔͑ΓΛ͢ΔΑ͏ʹͳͬͨ
;Γ͔͑Γͳ͕ΒલʹਐΉ wͨ͘͞ΜΠϯϓοτΛͯ͠ɺΞτϓοτͨ͠ wఆظతʹϦϑϨΫγϣϯ ;Γ͔͑Γ ͢Δ͜ͱ͕େࣄͱؾ͍͖ͯͨ wΤϯδχΞ;Γ͔͑ΓձΛ͡Ίͨ
ΤϯδχΞ;Γ͔͑Γձ wΤϯδχΞͷ༗ࢤϝϯόʔͰຖ݄; Γ͔͑ΓձΛ͓͜ͳͬͨ wରΛ௨ͯ͠ɺۀϓϥΠϕʔτ ͰͷܦݧΛ;Γ͔͑Δ wΤϯδχΞਓͷϓϩδΣΫτͰ։ൃ ͍ͯͨ͠ͷͰɺ୭͔ͱҰॹʹ;Γ͔ ͑ΓΛ͔ͨͬͨ͠ #MPHʹຖ݄࣮ࢪͨ͠;Γ͔͑Γձʹ͍ͭͯ
wΠϯϓοτɾΞτϓοτɾϦϑϨΫγϣϯͷ܁Γฦ͠ wձࣾͰγχΞΤϯδχΞʹͳΔ
w৽ଔݚमΛ୲ɺܭըʙઃܭʙ࣮ࢪ·Ͱ w౦ژۀେֶͷΤϯδχΞϦϯάσβΠϯϓϩδΣΫτʹࢀՃ w৽نࣄۀͷ্ཱͪ͛
w3VCZ,BJHJͰൃද wࣗͷதͰҰ൪େ͖ͳΠϕϯτͰͷొஃ w৽نࣄۀͰඞཁͩͬͨͷΛϥΠϒϥϦԽͨ݁͠Ռ wςΫχΧϧϦʔυɺΤϯδχΞϦϯάϚωʔδϝϯτ w౦େͷϓϩδΣΫτݚमͷϝϯλʔͰ͍ͬͯͨࣄΛ׆͔͍ͯ͘͠ wͦͯ͠ɺ݄ͳ͔ͥࠓࣛࣇౡʹ͍Δʜ
ˠͷ ;Γ͔͑Γ͔Βݟ͖͑ͯͨͷ
ͷͨΊͷͭͷେͳ͜ͱ wΠϯϓοτ wΞτϓοτ wϦϑϨΫγϣϯ ল
Πϯϓοτ wΞτϓοτ͢ΔʹɺΠϯϓοτ͕ඞཁ wຊΛಡΉɺਓͷߟ͑Λฉ͘ɾಡΉɺཱྀߦʹߦ͘ wΞτϓοτΛҙࣝͯ͠Πϯϓοτ͢Δ wlΜͰ͍Δzͱlߟ͍͑ͯΔzͷϞʔυΛ͚Δ wΘ͔͍ͬͯΔɾߟ͍͑ͯΔ;ΓΛ͠ͳ͍
Ξτϓοτ wΠϯϓοτͨ͠ͷΞτϓοτ͢Δ͜ͱͰʹ͘ wจষΛॻ͘ɺίʔυΛॻ͘ɺઆ໌͢ΔɺϓϨθϯ͢Δ wࣗͰߟ͑ΔˠܾΊΔˠදݱ͢ΔΛ܁Γฦ͢
ϦϑϨΫγϣϯ ল wࣗͷΠϯϓοτΞτϓοτʹରͯ͠;Γ͔͑Δ wਓͰͳ͘ෳਓͰৼΓସ͑Δͷ͓͢͢ΊͰ͢ wࢹΛ͛ΔɾࢹΛม͑Δɾࢹ࠲ΛߴΊΔ wΞτϓοτޙ;Γ͔͑Δɻཐટߏతʹ͍ͯ͘͠ w ·ͭͱΓʔ͞Μͷاۀʹॴଐ͢ΔΤϯδχΞͱͯ͠ͷࣾͱࣾ֎ͷ࣮ͷॏͶํͷεϥΠυຕ
ίϧϒͷܦݧֶशαΠΫϧϞσϧ,PMC ۀ ল ࣋Խ ܦݧ ۀ͔Βܦݧͨ͜͠ͱΛল࣋͠Խɺ ࣍ͷۀʹԠ༻͢Δ͜ͱ͕େࣄ
ܦݧֶशͷαΠΫϧΛճͤͳ͍ͱ wڭ܇ΛҾ͖ग़ͤͳ͍ wܦݧͬ͠ͺͳ͠ɺࣄΛ͜ͳ͠ଓ͚Δ w͕࣋ݻ·ͬͯ͠·͏ wڥʑมԽ͍ͯ͠ΔͷͰɺ࣋͠ͳ͍ʂ ۀ ܦݧ
ࣗͳΓͷίπ wԿࣄΦʔϓϯʹɺ·ͣܗ͔ΒೖΔ wԿ͕zΑ͍zͷ͔͔Βͳͯ͘ͱʹ͔ͬͯ͘ΈΔɻਅࣅ͢Δ wͰ͖Δ͚ͩΦʔϓϯʹ͢Δl0QFOOFTTJTPVSESJWFSGPSFYDFMMFODFz wଞਓ͔ΒͷධՁʹ·ͳ͍ wΉΑΓ͕ࣗͲΕ͚ͩલʹਐΊ͔ͨΛߟ͑Δ wࣗͷͨΊʹϑΟʔυόοΫΛ͘ΕΔਓେ wΠϯϓοτɾΞτϓοτΛࢁ͍ͯ͠Δ࣌·ͳ͘ͳΔ
ˠະདྷ ࣗͷΞτϓοτ
͔Βͦͷઌ wςΫχΧϧϦʔυͱͯ͠ wࣗΛؚΉνʔϜΈΜͳͷΞτϓοτΛ૿͢ wݚڀऀͱͯ͠ͷ׆ಈ w)$*ݚڀͷαʔϕΠɺίϛϡχςΟͷࢀՃɾൃද wֶɾӳޠɾࠃޠͷֶश wجૅମྗΛ͚Δ )$*)VNBO$PNQVUFS*OUFSBDUJPO
ΈΜͳͷΞτϓοτΛ૿͢׆ಈ ྫ͑ɺࣾ֎ʹग़͍͚ͯ͠ͳ͍ ใʹؔͯ͠໌จԽ͢Δ ࡞த
ݚڀऀͱͯ͠ͷ׆ಈ w 6*45ษڧձࢀՃɾൃද w ڵຯͷ͋ΔจΛಡΜͰͰղઆ w ΈΜͳͰࠃࡍձٞͷจΛಡΉ #MPH6*45ษڧձͰൃද͖ͯͨ͠
ֶͷษڧ w ֶΛجૅ͔ΒΓ͢ w ֶݕఆɾେֶӃೖࢼͰशख़Λࢼ͢
͜Ε͔Β ࢁΞτϓοτ͢Δͧʂ
͜ͷޙͷ࠙ձͰ͠·͠ΐ͏ wΈͳ͞ΜͱʮΞτϓοτʯΛςʔϚʹ৭ʑͱ͓͍ͨ͠Ͱ͢ʂ
ΞτϓοτΛ௨ͯ͠ Ұॹʹָ͍͖ͯ͘͠͠·͠ΐ͏ʂ