Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
kurotaky-output-2012-2018
Search
Sponsored
·
Your Podcast. Everywhere. Effortlessly.
Share. Educate. Inspire. Entertain. You do you. We'll handle the rest.
→
Yuta Kurotaki
January 29, 2019
Education
1
820
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
150
CTO Night & Day 2024 Product Feedback Lunch
kurotaky
1
170
ゼロからわかるリザバーコンピューティング
kurotaky
1
2k
SUZURI DX 2023
kurotaky
1
210
How GitHub Copilot Transforms Development Productivity
kurotaky
18
14k
The story of repairing my junk keyboard with The kinT keyboard controller
kurotaky
0
1.8k
DevRel_Japan CONFERENCE 2023
kurotaky
1
2.1k
ctoa-wakate-01-company-introduction
kurotaky
0
330
Ethereum for Ruby
kurotaky
2
2.1k
Other Decks in Education
See All in Education
The browser strikes back
jonoalderson
0
820
高校数学B「統計的な推測」 分野の問題と課題
shimizudan
1
120
ブランチ操作 / 02-a-branch
kaityo256
PRO
0
210
Multimodal Interaction - Lecture 3 - Next Generation User Interfaces (4018166FNR)
signer
PRO
0
2k
Gitの仕組みと用語 / 01-b-term
kaityo256
PRO
0
210
What workforce agencies must have in place to compete for and deliver on RESTART grants
territorium
PRO
0
120
滑空スポーツ講習会2025(実技講習)EMFT学科講習資料/JSA EMFT 2025
jsaseminar
0
310
コマンドラインの使い方 / 01-d-cli
kaityo256
PRO
0
110
HCI Research Methods - Lecture 7 - Human-Computer Interaction (1023841ANR)
signer
PRO
0
1.4k
Pen-based Interaction - Lecture 4 - Next Generation User Interfaces (4018166FNR)
signer
PRO
0
2.1k
Leveraging LLMs for student feedback in introductory data science courses (Stats Up AI)
minecr
1
240
多様なメンター、多様な基準
yasulab
6
20k
Featured
See All Featured
A designer walks into a library…
pauljervisheath
210
24k
The Illustrated Children's Guide to Kubernetes
chrisshort
51
52k
Stop Working from a Prison Cell
hatefulcrawdad
274
21k
Designing for Performance
lara
611
70k
Navigating Weather and Climate Data
rabernat
0
140
Into the Great Unknown - MozCon
thekraken
40
2.3k
Gemini Prompt Engineering: Practical Techniques for Tangible AI Outcomes
mfonobong
2
330
Reflections from 52 weeks, 52 projects
jeffersonlam
356
21k
AI: The stuff that nobody shows you
jnunemaker
PRO
3
460
Data-driven link building: lessons from a $708K investment (BrightonSEO talk)
szymonslowik
1
980
The Art of Delivering Value - GDevCon NA Keynote
reverentgeek
16
1.9k
Crafting Experiences
bethany
1
92
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