Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Sign up for free
Menu
Search
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Pricing
Search
Sign in
Sign up for free
Data Science API
Search
Takahiro Yoshinaga
November 21, 2019
Technology
2.8k
5
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
Data Science API
Data Gateway Talk Vol.4
Takahiro Yoshinaga
November 21, 2019
More Decks by Takahiro Yoshinaga
See All by Takahiro Yoshinaga
LINEヤフーでのプライバシーを 保護した機械学習事例紹介
yoshinaga0106
0
61
ビッグデータビジネスによる継続的な価値創造と人材育成
yoshinaga0106
0
170
社内LINE公式アカウント メッセージ送りすぎ問題を データサイエンスで解決する
yoshinaga0106
0
280
[ICML2021 論文読み会] A General Framework For Detecting Anomalous Inputs to DNN Classifiers
yoshinaga0106
0
1.5k
データサイエンティストに同じクエリは二度も通じぬ
yoshinaga0106
2
1k
Anomaly Detection in KDD2019
yoshinaga0106
1
450
Data Engineering & Data Analysis #8
yoshinaga0106
1
2.7k
Conversion Prediction Using Multi-task Conditional Attention Networks to Support the Creation of Effective Ad Creatives
yoshinaga0106
0
1.6k
Introduction of Clumpiness
yoshinaga0106
0
190
Other Decks in Technology
See All in Technology
Cloudflare Workers 向けアプリを C# で構築する ~WASM Native AOT への道~
nenonaninu
1
1.6k
AIエージェントの一手は 誰も見ていない - Falco拡張OSS「Prempti」とeBPFで サーバーレス実行基盤を二層防御する
keitah
1
590
セルフサービスのオブザーバビリティ基盤をOpenTelemetryで作る / Building a Self-Service Observability Platform with OpenTelemetry
ymotongpoo
3
350
作って終わりじゃないサーバーレス 〜9年運用する大規模EC物流API基盤の設計・運用のリアル〜
zozotech
PRO
0
540
C#未経験の僕がAIに読めるコードを書かせるまで
maguroalternative
0
310
サーバーレスをどこまで使う? WebRTC対戦ゲームで選んだVPSとの共存設計
kaidouji85
0
450
GitHub Agentic Workflows を触ってみる
htkym
2
680
AIは推し活である。
kurazuuuuuu
2
980
2026-09-08 そのJavaモダナイゼーション、AIに丸投げで大丈夫?IBM Bobで変わる品質と効率
yutanonaka
1
200
ScotSecure West 2026 - Glasgow
raybugg
0
180
「今盗んで、後で解く」に備える ― AWSのポスト量子暗号入門
yama3133
2
250
Hermes Agentで、AIが調べて記事を書くブログを作った話
blueb
0
110
Featured
See All Featured
SEO Brein meetup: CTRL+C is not how to scale international SEO
lindahogenes
2
2.9k
Building an army of robots
kneath
307
46k
コードの90%をAIが書く世界で何が待っているのか / What awaits us in a world where 90% of the code is written by AI
rkaga
63
46k
SEOcharity - Dark patterns in SEO and UX: How to avoid them and build a more ethical web
sarafernandez
0
290
Design and Strategy: How to Deal with People Who Don’t "Get" Design
morganepeng
133
19k
Paper Plane (Part 1)
katiecoart
PRO
2
11k
HU Berlin: Industrial-Strength Natural Language Processing with spaCy and Prodigy
inesmontani
PRO
0
720
What Being in a Rock Band Can Teach Us About Real World SEO
427marketing
0
1.1k
My Coaching Mixtape
mlcsv
0
330
The World Runs on Bad Software
bkeepers
PRO
72
12k
Navigating Team Friction
lara
192
16k
Digital Ethics as a Driver of Design Innovation
axbom
PRO
1
440
Transcript
Data Science API 2019/11/21 Takahiro Yoshinaga, LINE Corporation
@t_yoshinaga0106 Takahiro Yoshinaga aI l k IS N X ü
ü Iht S n ü 1 d / n ü 1 3 dI) b ü 3/ b ü BLJ Ie l i Iop ED sx l r A l A ü ( X https://github.com/y-bar
Data Science API
Engineering Data Science API
Engineering Data Science API Anomaly Detection Time Series Prediction Stats
Test
Engineering Why Data Science API? + . + + •
2 • ( 1 • • 2 • 2 • ( 1 • • 2 • 2 • ( 1 • • 2 I I I ) T I E O . ( T • 2 • ( 1 • I • 2 • ( 1 • I J C D J AB B P S B
Engineering % "$# !
Engineering System API Server (), , Deploy CI
(drone) Format check Unit test FastAPI
Engineering Anomaly Detection API Server
Engineering KPI Prediction API Server
API l Ø P P P I
Ø Ø A
I API K P I A Summary and Prospects
!