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
TechPlay DeepLearningAllStars2017
Search
bokeneko
June 28, 2017
Technology
0
1.5k
TechPlay DeepLearningAllStars2017
Tech PlayのDeep Learningオールスターズ2017(
https://techplay.jp/event/624399
)で発表した資料
bokeneko
June 28, 2017
Tweet
Share
More Decks by bokeneko
See All by bokeneko
AWS ML@Loft #11 「BASE」類似商品APIの裏側
bokeneko
0
650
Terraformを用いた機械学習インフラの構築 / Developers Summit 2018 FUKUOKA A-8
bokeneko
0
500
Retty Tech Night #1 bokeneko
bokeneko
1
830
TFUG#3 RettyにおけるDeep Learningの自然言語処理への応用事例
bokeneko
18
16k
Other Decks in Technology
See All in Technology
Claude Code どこまでも/ Claude Code Everywhere
nwiizo
47
28k
Amazon Q Developer for GitHubとAmplify Hosting でサクッとデジタル名刺を作ってみた
kmiya84377
0
3.5k
TerraformをSaaSで使うとAzureの運用がこんなに楽ちん!HCP Terraformって何?
mnakabayashi
0
140
API の仕様から紐解く「MCP 入門」 ~MCP の「コンテキスト」って何だ?~
cdataj
0
160
脅威をモデリングしてMCPのセキュリティ対策を考えよう
flatt_security
4
1.7k
Devin(Deep) Wiki/Searchの活用で変わる開発の世界観/devin-wiki-search-impact
tomoki10
0
330
AWS と定理証明 〜ポリシー言語 Cedar 開発の舞台裏〜 #fp_matsuri / FP Matsuri 2025
ytaka23
9
2.5k
マルチテナント+マルチプロダクト SaaS への AI Agent の組み込み方
kworkdev
PRO
2
350
成立するElixirの再束縛(再代入)可という選択
kubell_hr
0
310
New Cache Hierarchy for Container Images and OCI Artifacts in Kubernetes Clusters using Containerd / KubeCon + CloudNativeCon Japan
pfn
PRO
0
160
SFTPコンテナからファイルをダウンロードする
dip
0
350
DenoとJSRで実現する最速MCPサーバー開発記 / Building MCP Servers at Lightning Speed with Deno and JSR
yamanoku
1
100
Featured
See All Featured
jQuery: Nuts, Bolts and Bling
dougneiner
63
7.8k
How to Create Impact in a Changing Tech Landscape [PerfNow 2023]
tammyeverts
52
2.8k
Java REST API Framework Comparison - PWX 2021
mraible
31
8.6k
CoffeeScript is Beautiful & I Never Want to Write Plain JavaScript Again
sstephenson
161
15k
[RailsConf 2023] Rails as a piece of cake
palkan
55
5.6k
Templates, Plugins, & Blocks: Oh My! Creating the theme that thinks of everything
marktimemedia
31
2.4k
Understanding Cognitive Biases in Performance Measurement
bluesmoon
29
1.8k
Practical Orchestrator
shlominoach
188
11k
Speed Design
sergeychernyshev
31
990
What’s in a name? Adding method to the madness
productmarketing
PRO
22
3.5k
Bootstrapping a Software Product
garrettdimon
PRO
307
110k
The World Runs on Bad Software
bkeepers
PRO
68
11k
Transcript
χϡʔϥϧωοτϫʔΫ ͷͦͷ࣍ 3FUUZࢯݪ %FFQ-FBSOJOHΦʔϧελʔζ
ࣗݾհ ࢯݪ३ࢤ ͏͡Β͋ͭ͠ 3FUUZΫϥϑτϏʔϧ୲ʢ݉Τϯδχ Ξʣ ༀֶ෦ӃͰλϯύΫ࣭ͷཱମߏղੳ ཧٕݚʹΤϯδχΞͱͯ͠ೖࣾ 3FUUZ
3FUUZͰࠓ·Ͱ͖ͬͯͨػցֶश ✦ ը૾ॲཧ w ߘࣸਅͷྨ w ղ૾ ✦ ࣗવݴޠॲཧ w
Ωϟονίϐʔࣗಈੜ w ޱίϛྨ w ϦίϝϯυΤϯδϯ
ࠓͷຊ σΟʔϓͬͭͬͨΒ χϡʔϥϧωοτϫʔΫͩ ͚ͩͱࢥ͏ͳΑ
ʮਂʯͳֶशผʹχϡʔϥϧωοτϫʔΫ ʹݶΒͳ͍ɻ ଞʹ%FFQͳֶश͋ΔΜͩͥʁ
%FFQ'PSFTU
ຊͷલʹʜ w ܾఆ w 3BOEPN'PSFTU ͝ଘͰ͔͢ʁ
ܾఆ :FT/PνϟʔτΈ͍ͨͳΜͰ͢ɻ
3BOEPN'PSFTU w ܾఆΛෳ͏ɻ w τϨʔχϯά༻ͷσʔληοτ͔Βܾఆͷ ͿΜͷαϒηοτΛϥϯμϜͰऔΓग़ͯ͠ɺͦΕ ͧΕͷܾఆͰֶशͤ͞Δɻ w શ෦ͷܾఆʹಉ͡σʔλΛ͛ͯɺ݁Ռͷฏ ۉΛ͑ͱ͢Δɻ
%FFQ'PSFTU w 3BOEPN'PSFTUΛෳɾଟʹͯ͠͏ɻ 3BOEPN'PSFTU $PNQMFUFMZ3BOEPN 5SFF'PSFTU 3BOEPN'PSFTU $PNQMFUFMZ3BOEPN 5SFF'PSFTU 3BOEPN'PSFTU
$PNQMFUFMZ3BOEPN 5SFF'PSFTU 3BOEPN'PSFTU $PNQMFUFMZ3BOEPN 5SFF'PSFTU 3BOEPN'PSFTU $PNQMFUFMZ3BOEPN 5SFF'PSFTU ʜ .VMUJ(SBJOFE4DBOOJOH $BTDBEF'PSFTU4USVDUVSF
.VMUJ(SBJOFE4DBOOJOH w %FFQ'PSFTUͷೖྗ
$BTDBEF'PSFTU4USVDUVSF w %FFQ'PSFTUͷશ݁߹తͳͷ
3BOEPN'PSFTUࣗମTDJLJUMFBSOʹ࣮͕͋ Δ ͦΕॏͶͨΒ%FFQ'PSFTU࡞ΕΔ
࣮ݧ w 3FUUZͷޱίϛΛྨ w $IBSBDFUFSMFWFM$//ͱͷੑೳࠩΛൺΔ w %FFQ'PSFTUͰޱίϛΛ HSBNͰ.VMUJ
(SBJOFE4DBOOJOHΛߦͳͬͯɺ݁ՌΛ࿈݁ͯ͠ $BTDBEF'PSFTU4USVDUVSFºʹྲྀ͢ w $IBSBDUFSMFWFM$// HSBNͰ$//Λ ͔͚ͯɺ݁ՌΛ࿈݁ͯ͠શ݁߹ºʹྲྀ͢
%FFQ'PSFTUͷͷΈํʹ ͷ༨͋Δ
$IBSBDUFSMFWFM$// ˞ 4PGUXBSF%FTJHO݄߸ʢଟʣʹͪΐΖͬͱهࣄॻ͍ͨΑ ˞ 2JJUBͱ͔4QFBLFS%FDLʹղઆ্͛ͯ͋ΔΑ
݁Ռ ڭࢣσʔλ ݁Ռ $IBSBDUFSMFWFM$// BDDVSBDZ %FFQ'PSFTU BDDVSBDZ
݁Ռ ڭࢣσʔλ ݁Ռ $IBSBDUFSMFWFM$// BDDVSBDZ %FFQ'PSFTU BDDVSBDZ
݁Ռ w গྔͷσʔλͩͱ$IBSBDUFSMFWFM$//ͱಉ Ҏ্ͷਫ਼ w σʔλ͕ଟ͘ͳΔͱ$IBDUFSMFWFM$//ͷํ͕ ਫ਼ͰΔ w ͦͦσʔλ͕ଟ͍ͱ%FFQ'PSFTUͰϝϞ Ϧ͕ࢮ͵
%FFQ'PSFTUͷऑ w 3BOEPN'PSFTUʢܾఆʣόονֶशʹͷΈ ରԠ w .VMUJ(SBJOFE4DBOOJOHͰσʔλ͕ഒʙे ഒʹ૿͑Δ ˠେྔσʔλͰϝϞϦ͕ࢮ͵
%FFQ'PSFTUͷ͍͍ͱ͜Ζ w ֤ܾఆͦΕͧΕͷֶशίετͰ͍ w (16͍Βͳ͍ w ֤ܾఆͦΕͧΕʹಠཱ͍ͯ͠Δ ˠࢄֶͯ͠शͰ͖Δʂ
3BOEPN'PSFTU͕όονֶशʹ͔͠ରԠͯ͠ ͳ͍ͷ͕ͦͦͷ ͦΕ͑͞ղܾ͢ΕϛχόονॲཧͰେྔσʔ λͰѻ͑Δ ΦϯϥΠϯֶशʹରԠͨ͠3BOEPN'PSFTU ͳ͍ͷ͔ʜʁ
͋ΔΑ
.POESJBO'PSFTU w 3BOEPN'PSFTUΛΦϯϥΠϯֶशʹରԠͤͨ͞ ͷͷҰछ w ଞʹ͋ΔͬΆ͍ w จॻ͍ͨຊਓͷ࣮͕͋Δʢ˞Πέͯͳ͍˞ݸਓͷײͰ͢
࣮ݧ w TDJLJUMFBSOͷ*SJTͷσʔλͷྨΛ3BOEPN 'PSFTUͱൺͯΈΔ w ͬͯΔ.POESJBO'PSFTUࢲͷಠ࣮ࣗ൛
݁Ռ ֶश࣌ؒ TFD BDDVSBDZ 3BOEPN'PSFTU .POESJBO'PSFTU όονֶश
.POESJBO'PSFTU ΦϯϥΠϯֶश ˞ֶशσʔλݸ
݁Ռ w .POESJBO'PSFTUͷΦϯϥΠϯֶशͰ3BOEPN 'PSFTUͱಉఔͷਫ਼ग़Δ
%FFQ.POESJBO'PSFTU ʜΛհͰ͖ͨΒΧοίΑ͔ͬͨΜͰ͕࣌ؒ͢ Ε
·ͱΊ w %FFQͳֶशχϡʔϥϧωοτϫʔΫ͚ͩ͡Ό ͳ͍ w %FFQ'PSFTUࢄڥʹ͍͍ͯΔ w .POESJBO'PSFTUͰ%FFQ'PSFTUΛ࣮ͨ͠Β ϏοάσʔλΛେྔͷϚγϯͰฒྻॲཧͯ͠ߦ ͘ج൫͕࡞Εͦ͏