Upgrade to Pro — share decks privately, control downloads, hide ads and more …

Dockerで機械学習サービスの環境を作ろう！！

Sponsored · Ship Features Fearlessly Turn features on and off without deploys. Used by thousands of Ruby developers. →
Avatar for Oshita Noriaki Oshita Noriaki
August 21, 2020
Technology
250
0

 Dockerで機械学習サービスの環境を作ろう！！

Avatar for Oshita Noriaki

Oshita Noriaki

August 21, 2020

More Decks by Oshita Noriaki

See All by Oshita Noriaki
第二回 3Dなんでも勉強会
Avatar for Oshita Noriaki ooshita
1
1.3k
事前準備
Avatar for Oshita Noriaki ooshita
0
210
Edge TPUで 発芽予測をする話
Avatar for Oshita Noriaki ooshita
0
2.4k
MolGANの紹介
Avatar for Oshita Noriaki ooshita
0
1.2k
情報幾何の応用と最近の機械学習の動向
Avatar for Oshita Noriaki ooshita
2
4.1k

Other Decks in Technology

See All in Technology
[DroidKaigi 2026] Making UI specifications visible: Android UI development in the AI agent era supported by Compose Screenshot Testing and galleries
Avatar for syarihu syarihu
0
600
Beyond the Hype: Practical AI for Your Oracle Database with MCP
Avatar for thatjeffsmith thatjeffsmith
1
280
When Does a Local Qwen Start to Break
Avatar for Shoto morshoto
0
190
プロダクトエンジニアに必要な「いい感じ」に作る能力 〜たくさん作れる時代に、どこまで作るかの決め方〜
Avatar for Jotaro Nishime jnishime_dresscode
2
1.4k
2026/09/10 Spring_Bootから_Jakarta_EE_MicroProfileへの移行
Avatar for Satoshi Seto megascus
0
190
Benchmarking Vector Databases: pgvector vs. LanceDB
Avatar for tsho tsho
0
150
こんなアーキテクチャ図は嫌だ BEYOND THE TIME: 半年後の自分へ贈る15のメッセージ / 15 of Anti-pattern in AWS Architecture Diagrams
Avatar for Naomi Yamasaki naospon
3
260
Webとヘルスデータ
Avatar for Yuku Kotani yukukotani
1
190
ブラウザアプリの継続的パフォーマンスモニタリング (序) / Continuous Browser Application Performance Monitoring; Act 1
Avatar for moznion moznion
0
110
生成AIのテナント制御とシャドーMCP対策 | AIを"止めずに"、情報を守る
Avatar for yu yukun
0
120
AI時代のAPI品質を支えるガードレール / API Guardrails for API quality in the AI ​​era
Avatar for Yoichi Kawasaki yokawasa
1
150
リージョンの壁を越える、 ちょっと変わったAWSサービスの話
Avatar for Michael Tedder falken
PRO
0
270

Featured

See All Featured
AI in Enterprises - Java and Open Source to the Rescue
Avatar for ivargrimstad ivargrimstad
0
1.5k
JavaScript: Past, Present, and Future - NDC Porto 2020
Avatar for David Neal reverentgeek
52
6.1k
Into the Great Unknown - MozCon
Avatar for Noah Learner thekraken
41
2.7k
30 Presentation Tips
Avatar for Ian Lurie portentint
PRO
1
390
Building Experiences: Design Systems, User Experience, and Full Site Editing
Avatar for Michelle Schulp Hunt marktimemedia
0
600
The Power of CSS Pseudo Elements
Avatar for Geoffrey Crofte geoffreycrofte
82
6.5k
Intergalactic Javascript Robots from Outer Space
Avatar for Vicent Martí tanoku
273
27k
Six Lessons from altMBA
Avatar for Skipper Chong Warson skipperchong
29
4.5k
Why Our Code Smells
Avatar for Brandon Keepers bkeepers
PRO
340
58k
Breaking role norms: Why Content Design is so much more than writing copy - Taylor Woolridge
Avatar for UX Y'all uxyall
1
400
Lightning Talk: Beautiful Slides for Beginners
Avatar for Ines Montani inesmontani
PRO
2
670
Exploring anti-patterns in Rails
Avatar for Elle Meredith aemeredith
3
490

Transcript

  1. ⾃⼰紹介 ⼤下 範晃（おおした のりあき） 元機械学習エンジニア（3社） WhisponMLCafe.（屋号、開業届提出済み） フリーランス 趣味：弦楽器を弾くこと、聞くこと • 機械学習サービスの基盤構築（Docker、k8s、Ansible、

    AWS） 関⼼がある技術：

  2. 今⽇のあら すじ Dockerで機械学習サービス の環境を構築 FlaskとTensorFlowで⽂字 認識アプリを作る Docker上にデプロイ