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
Google データポータル活用ガイド / google-data-portal-guide
Search
Sponsored
·
SiteGround - Reliable hosting with speed, security, and support you can count on.
→
Masatoshi Kouda
July 27, 2020
Technology
0
150
Google データポータル活用ガイド / google-data-portal-guide
Masatoshi Kouda
July 27, 2020
Tweet
Share
More Decks by Masatoshi Kouda
See All by Masatoshi Kouda
Mautic 導入・設定入門活用ガ イド / mautic-guide
rhythm
0
60
事例から学ぶデータ活用の紹介 / casestudy-data-utilization
rhythm
0
71
株式会社リズム 会社紹介 / information
rhythm
0
450
Other Decks in Technology
See All in Technology
楽しく学ぼう!ネットワーク入門
shotashiratori
4
3.4k
Cortex Code CLI と一緒に進めるAgentic Data Engineering
__allllllllez__
0
400
今のWordPress の制作手法ってなにがあんねん?(改) / What’s the Deal with WordPress Development These Days?
tbshiki
0
480
VLAモデル構築のための AIロボット向け模倣学習キット
kmatsuiugo
0
210
社内レビューは機能しているのか
matsuba
0
140
Claude Code のコード品質がばらつくので AI に品質保証させる仕組みを作った話 / A story about building a mechanism to have AI ensure quality, because the code quality from Claude Code was inconsistent
nrslib
13
8.4k
Sansanでの認証基盤内製化と移行
sansantech
PRO
0
520
Everything Claude Code を眺める
oikon48
9
5.9k
The_Evolution_of_Bits_AI_SRE.pdf
nulabinc
PRO
0
230
Go標準パッケージのI/O処理をながめる
matumoto
0
220
JAWS DAYS 2026 ExaWizards_20260307
exawizards
0
440
わたしがセキュアにAWSを使えるわけないじゃん、ムリムリ!(※ムリじゃなかった!?)
cmusudakeisuke
1
760
Featured
See All Featured
A Guide to Academic Writing Using Generative AI - A Workshop
ks91
PRO
0
240
The Language of Interfaces
destraynor
162
26k
Automating Front-end Workflow
addyosmani
1370
200k
Deep Space Network (abreviated)
tonyrice
0
92
WENDY [Excerpt]
tessaabrams
9
36k
[RailsConf 2023 Opening Keynote] The Magic of Rails
eileencodes
31
10k
DBのスキルで生き残る技術 - AI時代におけるテーブル設計の勘所
soudai
PRO
63
51k
AI in Enterprises - Java and Open Source to the Rescue
ivargrimstad
0
1.2k
AI Search: Where Are We & What Can We Do About It?
aleyda
0
7.1k
Money Talks: Using Revenue to Get Sh*t Done
nikkihalliwell
0
180
Bioeconomy Workshop: Dr. Julius Ecuru, Opportunities for a Bioeconomy in West Africa
akademiya2063
PRO
1
71
JAMstack: Web Apps at Ludicrous Speed - All Things Open 2022
reverentgeek
1
390
Transcript
(PPHMFσʔλϙʔλϧ ׆༻ΨΠυ גࣜձࣾϦζϜ
ࣗݾհ גࣜձࣾϦζϜදऔక߳ాণढ़ ͜Ε·Ͱ4*FSɺϕϯνϟʔʹͯۚ༥ܥ͔ΒϝσΟΞ༷ʑͳۀքͷ*5Πϯϑ ϥج൫ͷઃܭɺߏஙɺӡ༻Λ୲ "NB[PO8FC4FSWJDFTɺ(PPHMF$MPVE1MBUGPSNͷύϒϦοΫΫϥυ 7.XBSFΛ׆༻ͨ͠ϓϥϕʔτΫϥυ·Ͱ෯͘ରԠՄೳ ·ͨɺ(PPHMFϚʔέςΟϯάϓϥοτϑΥʔϜΛར༻ͨ͠ϚʔέςΟϯά πʔϧͷಋೖࢧԉɺ4BMFTGPSDFΛར༻ͨ͠4'"ɺ$3.ͷಋೖࢧԉରԠ Մೳ ҎԼͷύϒϦοΫΫϥυɺσδλϧϚʔέςΟϯάͷೝఆࢿ֨Λอ༗
w (PPHMF$MPVE$FSUJpFE1SPGFTTJPOBM$MPVE"SDIJUFDU w (PPHMF$MPVE$FSUJpFE1SPGFTTJPOBM%BUB&OHJOFFS w "84$FSUJpFE4PMVUJPOT"SDIJUFDU1SPGFTTJPOBM w (PPHMFΞφϦςΟΫεݸਓೝఆࢿ֨ʢ("*2ʣ
ձࣾ֓ཁ ձ໊ࣾגࣜձࣾϦζϜ ॴࡏ౦ژौ୩۠ࡩٰொ൪߸γςΟίʔτࡩٰ ઃཱ݄ දऀ߳ాণढ़ ࣄۀ༰σʔλੳج൫ͷߏஙɺίϯαϧςΟϯάۀ σʔλ׆༻ίϯαϧςΟϯάۀ σʔλ࿈ܞϓϥοτϑΥʔϜʮ3FDLPOFSʯൢചɺಋೖࢧԉۀ
ΞδΣϯμ (PPHMFσʔλϙʔλϧʹ͍ͭͯ (PPHMFσʔλϙʔλϧͷ༻ྫ ·ͱΊ
(PPHMFσʔλϙʔλϧʹ ͍ͭͯ
σʔλϙʔλϧͱ w(PPHMF͔Βఏڙ͞Ε͍ͯΔ#*πʔϧ w(PPHMFΞΧϯτ͕͋ΕશͯແྉͰ ར༻Մೳ w(PPHMFΞφϦςΟΫεɺ(PPHMFεϓ ϨουγʔτʹΫϦοΫͰ࿈ܞՄೳ wμογϡϘʔυϨϙʔτΛυϥοά υϩοϓ͚ͩͰ؆୯ʹ࡞Մೳ w(PPHMFεϓϨουγʔτͷΑ͏ʹݸਓ νʔϜͷڞ༗ɺڞಉฤू͕Մೳ
σʔλϙʔλϧͷ֓೦ σʔλϙʔλϧʹେ͖ͭ͘ͷ֓೦͕͋ΓɺσʔληοτɺίωΫλɺσʔλ ιʔεɺϨϙʔτͷͭʹͳΓ·͢
σʔλϙʔλϧͷ֓೦ σʔληοτ ͱʹͳΔσʔλΛࢦ͓ͯ͠Γɺྫ͑(PPHMFΞφϦςΟΫ εͷಛఆͷϏϡʔ(PPHMFεϓϨουγʔτͷγʔτɺ #JH2VFSZͷςʔϒϧͰ͢ ίωΫλ σʔληοτଓ͢Δҝʹར༻͞Εɺσʔληοτͱσʔλ ιʔεͷύΠϓʹͳΔίϯϙʔωϯτͰ͢ σʔλιʔε ίωΫλʹΑͬͯఏڙ͞ΕͨσʔλͷଓΛཧɺઃఆ͢Δ
ͨΊͷίϯϙʔωϯτͰ͢ Ϩϙʔτ σʔλιʔεͷσʔλΛ࠷ऴతʹࢹ֮Խ͢Δίϯϙʔωϯτ ͰɺϨϙʔτͷσʔλͭҎ্ͷσʔλιʔε͔Βߏ͞Ε· ͢ ྲྀΕͱͯ͠σʔληοτ͕ίωΫλʹΑͬͯσʔλιʔε͕࡞͞Εɺσʔλ ιʔεΛϨϙʔτ͕ࢀর͠ࢹ֮Խ͍ͯ͘͠ྲྀΕʹͳΓ·͢
ίωΫλͷछྨ σʔληοτʹଓ͢ΔҝͷίωΫλ࣍ͷछྨʹͳΓ·͢ w(PPHMFίωΫλ wύʔτφʔίωΫλ wίϛϡχςΟίωΫλ
ίωΫλͷछྨ σʔληοτʹΑͬͯར༻Ͱ͖ΔίωΫλҟͳΓ·͢ɻύʔτφʔίωΫλج ຊखతʹ༗ঈͱͳ͍ͬͯ·͢ɻ (PPHMFίωΫλ (PPHMFʹΑͬͯߏங͞Ε͓ͯΓɺ(PPHMFͷ֤छαʔϏε ΞΫηεՄೳͰ͢ ύʔτφʔίωΫλ σϕϩούʔύʔτφʔʹΑͬͯߏஙɺαϙʔτ͞Ε͍ͯ· ͢ɻ4BMFTGPSDFɺ)VC4QPUɺ4USJQFͳͲɺ(PPHMFҎ֎ͷϓ ϥοτϑΥʔϜΞΫηεՄೳͰ͢
ίϛϡχςΟίωΫλ ୭ͰߏஙͰ͖ΔίωΫλͰɺ(PPHMF"QQT4DSJQUΛ༻͠ ͯ։ൃ͞Ε͍ͯ·͢ɻσʔλϙʔλϧ͔ΒଓͰ͖Ε͋ΒΏ ΔσʔλιʔεΞΫηεՄೳʹͳΓ·͢
Α͘ར༻͢Δάϥϑͷ͔͍ͭͲ͜Ζ είΞΧʔυ αΠτͷ17ɺۀΛଌఆ͢Δओཁͳ ΛѲ͢Δࡍ༻͞Ε·͢ ࣌ܥྻάϥϑ ϢʔβηογϣϯͳͲʹΑͬͯม ಈ͢ΔσʔλΛѲ͢Δࡍ༻͞Ε·͢
Α͘ར༻͢Δάϥϑͷ͔͍ͭͲ͜Ζ άϥϑ νϟωϧ͝ͱͷ17ɺηογϣϯͳͲෳ߲ ͷେখΛѲ͢Δͱ͖ʹ༻͞Ε·͢ ԁάϥϑ ༻͍ͯ͠ΔσόΠεͷશମʹ͓͚Δׂ߹ ΛѲ͢Δ߹ʹ༻͞Ε·͢
Ϩϙʔτͷڞ༗ํ๏ ଞͷϢʔβʔΛট (PPHMFΞΧϯτΛ͍࣋ͬͯΔϢʔβʔটՄೳͰ͢ ϨϙʔτͱσʔλιʔεͷӾཡɺฤू͕ՄೳͱͳΓ·͢ ϨϙʔτͷϦϯΫΛऔಘ Ϩϙʔτͷॖ63-Λੜͯ͠ɺϨϙʔτͷڞ༗ɺ ΣϒϖʔδͰͷࢀরͳͲɺ͞·͟·ͳ༻్Ͱ༻Ͱ͖·͢ ϝʔϧ৴Λεέδϡʔϧ ϨϙʔτΛڞ༗͍ͨ͠ϢʔβʔͷϝʔϧΞυϨεఆظత ʹ৴Ͱ͖ɺϨϙʔτ1%'ܗࣜͰఴ͞Ε·͢
ϨϙʔτΛμϯϩʔυ 1%'ܗࣜͰμϯϩʔυͯ͠ڞ༗ՄೳͰ͢ Ϩϙʔτͷڞ༗ํ๏ͱͯ͠େ͖ͭ͋͘Γ·͢
(PPHMFσʔλϙʔλϧͷ ༻ྫ
ར༻͢Δσʔληοτ (PPHMFΞφϦςΟΫεͷσϞΞΧϯτͱͯ͠ఏڙ͞Ε͍ͯΔ (PPHMF.FSDIBOEJTF4UPSFͷσʔλΛར༻ͯ͠ɺϨϙʔτ࡞ͱڞ༗ͷྲྀΕΛհ͠·͢ ˞σϞΞΧϯτ(PPHMFΞΧϯτΛ͍࣋ͬͯΕ୭Ͱར༻ՄೳͰ͢
σʔλιʔεͷ࡞ ͡ΊʹʮۭͷϨϙʔτʯΛΫϦοΫ͠։࢝͠·͢
σʔλιʔεͷ࡞ ίωΫλͷબͱͯ͠ʮ(PPHMFΞφϦςΟΫεʯΛબ͠·͢
σʔλιʔεͷ࡞ ଓ͢Δσʔλͱͯ͠ʮ%FNP"DDPVOUʯɺʮ(PPHMF.FSDIBOEJTF4UPSFʯΑΓ ʮ.BTUFS7JFXʯΛબ͠ɺʮՃʯΛΫϦοΫ͠·͢
Ϩϙʔτͷ࡞ Ϩϙʔτͷ࡞ʮάϥϑΛՃʯΑΓද͍ࣔͨ͠άϥϑΛબ͠·͢ɻ
Ϩϙʔτͷ࡞ άϥϑʹείΞΧʔυΛબ͠ɺࢦඪʹʮϖʔδϏϡʔʯɺൺֱظؒʹ ʮલͷظؒʯΛબ͢ΔͱԼهͷΑ͏ʹදࣔ͞Ε·͢ɻ
Ϩϙʔτͷ࡞ άϥϑʹ࣌ܥྻάϥϑΛબ͠σΟϝϯγϣϯʹʮʯɺࢦඪʹʮηογϣϯʯɺ ൺֱظؒʹʮલͷظؒʯΛબ͢ΔͱԼهͷΑ͏ʹදࣔ͞Ε·͢
Ϩϙʔτͷ࡞ άϥϑʹυʔφπάϥϑΛબ͠σΟϝϯγϣϯʹʮσόΠεΧςΰϦʯɺࢦඪʹʮϢʔ βʔʯΛબ͢ΔͱԼهͷΑ͏ʹදࣔ͞Ε·͢
Ϩϙʔτͷڞ༗ ϨϙʔτΛఆظతʹؔऀ1%'Ͱڞ༗͍ͨ͠ͱ͖ɺʮڞ༗ʯΑΓʮϝʔϧ৴Λ εέδϡʔϧʯΛબ͠·͢
Ϩϙʔτͷڞ༗ ԼهͷΑ͏ʹʮѼઌʯɺʮ։࢝࣌ࠁʯɺʮϦϐʔτʯΛઃఆ͠εέδϡʔϧ͢Δ͜ͱͰ ఆظతʹϨϙʔτͷ1%'ΛϝʔϧͰ৴ՄೳͱͳΓ·͢
·ͱΊ
·ͱΊ w(PPHMFΞΧϯτ͕͋ΕແྉͰ͙͢ʹར༻Մೳ wଟछଟ༷ͳσʔλଓՄೳ wϨϙʔτͷ࡞͔Βڞ༗·Ͱγϯϓϧͳૢ࡞Ͱ࣮ݱՄೳ (PPHMFσʔλϙʔλϧΛ׆༻͢Δ͜ͱͰɺۙͳσʔλ͔ΒՄࢹԽ͢Δ͜ͱ͕Մೳͱͳ Γ·͢ σʔλυϦϒϯͳ৫࣮ݱͷୈҰาͱͯ͠ɺ(PPHMFσʔλϙʔλϧΛͬͯΈ͍͔ͯ ͕Ͱ͠ΐ͏͔