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
MLCT #5 Pipeline Jungles とたたかう話
Search
Sponsored
·
Your Podcast. Everywhere. Effortlessly.
Share. Educate. Inspire. Entertain. You do you. We'll handle the rest.
→
soonraah
July 13, 2018
Technology
1.9k
0
Share
MLCT #5 Pipeline Jungles とたたかう話
soonraah
July 13, 2018
More Decks by soonraah
See All by soonraah
Amazon EMR でのバッチ処理 Spark アプリケーション運用で気をつけたいこと
soonraah
1
640
Apache Spark による推薦システム案件例
soonraah
11
8.1k
Spark MLlib でやってみる協調フィルタリング
soonraah
8
7.8k
Other Decks in Technology
See All in Technology
AI時代 に増える データ活用先
takahal
0
350
AzureのIaC管理からログ調査まで、随所に役立つSkillsとCustom-Instructions / Boosting IaC and Log Analysis with Skills
aeonpeople
0
350
Percolatorを廃止し、マルチ検索サービスへ刷新した話 / Search Engineering Tech Talk 2026 Spring
visional_engineering_and_design
0
220
Digital Independence: Why, When and How
wannesrams
0
200
Do Vibe Coding ao LLM em Produção para Busca Agêntica - TDC 2026 - Summit IA - São Paulo
jpbonson
3
170
Good Enough Types: Heuristic Type Inference for Ruby
riseshia
1
400
M5Stack CoreS3とZephyr(RTOS)で Edge AIっぽいことしてみた
iotengineer22
0
400
運用システムにおけるデータ活用とPlatform
sansantech
PRO
0
150
小説執筆のハーネスエンジニアリング
yoshitetsu
0
890
アクセシビリティはすべての人のもの
tomokusaba
0
180
【技術書典20】OpenFOAM(自宅で深める流体解析)流れと熱移動(2)
kamakiri1225
0
350
GitHub Copilot CLI と VS Code Agent Mode の使い分け
tomokusaba
0
120
Featured
See All Featured
The Cult of Friendly URLs
andyhume
79
6.9k
Evolving SEO for Evolving Search Engines
ryanjones
0
180
SEO Brein meetup: CTRL+C is not how to scale international SEO
lindahogenes
1
2.6k
How to optimise 3,500 product descriptions for ecommerce in one day using ChatGPT
katarinadahlin
PRO
1
3.6k
Heart Work Chapter 1 - Part 1
lfama
PRO
6
35k
Leo the Paperboy
mayatellez
7
1.7k
Embracing the Ebb and Flow
colly
88
5k
Visualization
eitanlees
150
17k
Measuring Dark Social's Impact On Conversion and Attribution
stephenakadiri
2
190
Writing Fast Ruby
sferik
630
63k
We Analyzed 250 Million AI Search Results: Here's What I Found
joshbly
1
1.2k
Building a Scalable Design System with Sketch
lauravandoore
463
34k
Transcript
1JQFMJOF+VOHMFTͱ ͔ͨͨ͏ .BDIJOF-FBSOJOH$BTVBM5BML 'SJ !TPPOSBBI
"(&/%" • ຊͷ͓ • 1JQFMJOF+VOHMFTͱ • ฐࣾͷػցֶश • ฐࣾͷ 1JQFMJOF+VOHMFT
• վળ • ·ͱΊ 2
ຊͷ͓ • ৽͍͠ϑϨʔϜϫʔΫͷ͠·ͤΜ • ΞϧΰϦζϜͷ͠·ͤΜ • ػցֶशʹ·ͭΘΔٕज़తෛ࠴ͱͷ͖߹͍ํͷ Ұྫͱͯ͠ฐࣾͷ 1JQFMJOF+VOHMFTͱͦͷରࡦ ʹ͍ͭͯ͝հ͠·͢
3
1JQFMJOF+VOHMFTͱ • ػցֶशγεςϜͷΞϯνύλʔϯͷͭ • ػցֶशͷͨΊͷσʔλநग़ॲཧ͕ෳࡶʹͳͬͯ͠·͏͜ͱ • ଟछͷಛྔɺσʔλιʔε • +0*/͍ͬͺ͍ •
தؒϑΝΠϧͷग़ྗ • FUD • ਫ਼ΛٻΊ͍ͯ͘աఔͰͩΜͩΜෳࡶʹਐԽ͍ͯ͘͠ • ࢀߟ • .BDIJOF-FBSOJOH5IF)JHI*OUFSFTU$SFEJU$BSEPG5FDIOJDBM%FCU • )JEEFO5FDIOJDBM%FCUJO.BDIJOF-FBSOJOH4ZTUFNT 4
ฐࣾͷػցֶश • Πϯλʔωοτࠂ • ΑΓΫϦοΫ͞Ε͍݅͢ͷࠂʹߴ͘ೖࡳ͍ͨ͠ • $53 $MJDL5ISPVHI3BUJP ༧ଌ •
ֶशσʔλ • αϯϓϧࠂ͕දࣔ͞Εͨͱ͍͏Πϕϯτ • ಛྔදࣔ͞Εͨࠂʹͻͮ͘ಛ • ϥϕϧDMJDL͞Εͨ PS͞Εͳ͔ͬͨ • ৄͪ͘͜͠Β • ωοτࠂ৴αʔϏεʹ͓͚Δ.-γεςϜͷ࣮ͱӡ༻ • ωοτࠂ࣮ͰػցֶशΛ׆༻͢Δ্Ͱͷۤ࿑ 5
ฐࣾͷػցֶश DPOU`E • ֶशσʔλͷݩͱͳΔϩάΦϯϓϨ )JWFʹอଘ • ಛఆͷαʔό্Ͱඇࢄʗόονֶश 6 ֶश༻αʔό σʔλநग़
)%'4
ฐࣾͷ 1JQFMJOF+VOHMFT • )JWF2-ʹΑΔֶशσʔλநग़ • ෳͷ +0*/ΛؚΉෳࡶͳ͍ΫΤϦ • ͩΜͩΜͱਐԽ͍ͯ͠Δ •
ࣅͨΑ͏ͳɺ͔͠͠গ͠ҟͳͬͨϞσϧ͝ͱͷ ෳͷΫΤϦ • ςετ͕ͳ͍ • தؒσʔλΛग़ྗ͢Δଟஈͷॲཧ 7
ฐࣾͷ 1JQFMJOF+VOHMFT DPOU`E • Կ͕ى͔ͬͨ͜ • ! நग़݅ͷޡΓͷൃݟͷΕ • !
ϦϑΝΫλϦϯάͰ͖ͳ͍ • ! ϨϏϡʔ͕͖͍ͭ 8
վળ 1IBTF4QBSLBQQԽ • )JWF2-ʹΑΔநग़͔Β "QBDIF4QBSL • ͜ͷ࣌ͰϞσϧ͝ͱͷ OBJWFͳ࣮ • !
QSPT • ୯ମςετ͕هड़Մೳʹ • ͘ͳΓதؒϑΝΠϧΛग़ྗ͢Δଟஈॲཧ͕ෆཁʹ • " DPOT • )JWF2-ΑΓ։ൃͷෑډ͕ߴ͍ 4DBMB4QBSL 9
վળ 1IBTF$POGJHVSBUJPOԽ • Ϟσϧ͝ͱʹඞཁͳઃఆΛ :".-ܗࣜͷίϯϑΟά ϑΝΠϧʹهࡌ͠ɺͦΕΛಡΜͩ 4QBSLBQQ͕நग़ • OBJWFͳ࣮Λͨͨ͠Ίʹڞ௨ԽͰ͖Δͱ͜Ζ͕ݟ͑ͨ •
ίϯϑΟάʹಛɺσʔλظؒɺϑΟϧλॲཧͳͲΛࢦఆ • ! QSPT • جຊతʹ 4DBMB4QBSLͷ։ൃ͕ෆཁʹ • " DPOT • ͜Ε·Ͱͱେ͖͘ҟͳΔΑ͏ͳநग़ॲཧͷ։ൃίετ • ʢͰͦ͏ͦ͏ͳ͍ΑͶʣ 10
վળͷ·ͱΊ 11 1IBTF 5FTUBCJMJUZ &GGJDJFODZ .BJOUBJOBCJMJUZ 1IBTF վળલ ! !
" 1IBTF 4QBSLBQQԽ " " ! 1IBTF $POGJHVSBUJPOԽ " " " كʹ!
ػցֶशͷෛ࠴Λ͚ͬͭΔͷʹ ຊʹඞཁͳ͜ͱ 1BZJOHEPXO.-SFMBUFEUFDIOJDBMEFCUSFRVJSFT BTQFDJGJDDPNNJUNFOU XIJDIDBOPGUFOPOMZCF BDIJFWFECZBTIJGUJOUFBNDVMUVSF3FDPHOJ[JOH QSJPSJUJ[JOH BOESFXBSEJOHUIJTFGGPSUJTJNQPSUBOU GPSUIFMPOHUFSNIFBMUIPGTVDDFTTGVM.-UFBNT
)JEEFO5FDIOJDBM%FCUJO.BDIJOF-FBSOJOH4ZTUFNT ΑΓ 12
͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠ 13