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

Real World Machine Learning

Avatar for Yuichiro Someya Yuichiro Someya
January 21, 2017
Programming
0
6.9k

Real World Machine Learning

Cookpad TechConf 2017 01/21

https://techconf.cookpad.com/2017/
Avatar for Yuichiro Someya

Yuichiro Someya

January 21, 2017
Tweet

More Decks by Yuichiro Someya

See All by Yuichiro Someya
にんげんがさき 基盤はあと / Developers over ML platform
Avatar for Yuichiro Someya ayemos
0
14k
機械学習をスモールスタートさせる方法 / small machine learning
Avatar for Yuichiro Someya ayemos
3
2k
アットホームな分析基盤の作り方 / Homemade Machine Learning Toolkits
Avatar for Yuichiro Someya ayemos
1
970
サービス開発、機械学習、クラウド / the trinity of machine learning
Avatar for Yuichiro Someya ayemos
0
3.4k
成長を止めない機械学習のやり方 / Don't stop 'til you get enough (data).
Avatar for Yuichiro Someya ayemos
15
5.2k
AWS で加速する機械学習 / Accelerate Machine Learning with AWS
Avatar for Yuichiro Someya ayemos
1
320
クックパッドの機械学習基盤 2018 / Machine Learning Platform at Cookpad ~ 2018 ~
Avatar for Yuichiro Someya ayemos
15
20k
PyTorchとCaffe2とONNXと深層学習モデルのデプロイについて
Avatar for Yuichiro Someya ayemos
1
3k
クックパッドにおけるAWS GPUインスタンスの利用事例 / Powering by AWS GPU Instances in Cookpad Inc
Avatar for Yuichiro Someya ayemos
0
420

Other Decks in Programming

See All in Programming
一緒に働きたくなるプログラマの思想 #QiitaConference
Avatar for mu_zaru mu_zaru
78
20k
Improve my own Ruby
Avatar for monochrome sisshiki1969
0
100
Creating Awesome Change in SmartNews! En
Avatar for Ikuo Suyama martin_lover
0
100
REALITY コマンド作成チュートリアル
Avatar for にしうり らく nishiuriraku
0
120
読書シェア会 vol.4 『ダイナミックリチーミング 第2版』
Avatar for Kotaro Kamashima kotaro666
0
110
音声プラットフォームのアーキテクチャ変遷から学ぶ、クラウドネイティブなバッチ処理 (20250422_CNDS2025_Batch_Architecture)
Avatar for Koki Senda thousanda
0
370
flutter_kaigi_mini_4.pdf
Avatar for Hiroki Nobuta nobu74658
0
140
Flutterでllama.cppをつかってローカルLLMを試してみた
Avatar for sakuraidayo sakuraidayo
0
120
監視 やばい
Avatar for syossan27 syossan27
12
10k
カオスに立ち向かう小規模チームの装備の選択〜フルスタックTSという装備の強み _ 弱み〜/Choosing equipment for a small team facing chaos ~ Strengths and weaknesses of full-stack TS~
Avatar for 株式会社ビットキー / Bitkey Inc. bitkey
1
130
Thank you <💅>, What's the Next?
Avatar for Hayashibara Yuto ahoxa
1
590
Jakarta EE Meets AI
Avatar for ivargrimstad ivargrimstad
0
740

Featured

See All Featured
Side Projects
Avatar for Sacha Greif sachag
453
42k
Art, The Web, and Tiny UX
Avatar for Lynn Fisher lynnandtonic
298
20k
Six Lessons from altMBA
Avatar for Skipper Chong Warson skipperchong
28
3.7k
How to train your dragon (web standard)
Avatar for Monica Dinculescu notwaldorf
91
6k
10 Git Anti Patterns You Should be Aware of
Avatar for Lemi Orhan Ergin lemiorhan
PRO
656
60k
[Rails World 2023 - Day 1 Closing Keynote] - The Magic of Rails
Avatar for Eileen M. Uchitelle eileencodes
34
2.2k
ReactJS: Keep Simple. Everything can be a component!
Avatar for Pedro Nauck pedronauck
667
120k
How GitHub (no longer) Works
Avatar for Zach Holman holman
314
140k
Become a Pro
Avatar for Speaker Deck speakerdeck
PRO
28
5.3k
The Straight Up "How To Draw Better" Workshop
Avatar for Dennis Kardys denniskardys
233
140k
Navigating Team Friction
Avatar for Lara Hogan lara
185
15k
Creating an realtime collaboration tool: Agile Flush - .NET Oxford
Avatar for Marc Duiker marcduiker
30
2k

Transcript

  1. Real World Machine Learning Cookpad TechConf 2017

  2. BZFNPTNF છ୩༔Ұ࿠<:VJDIJSP4PNFZB> ౦޻େେֶӃܭࢉ޻ֶઐ߈म࢜   ΫοΫύου৽ଔ ݚڀ։ൃ෦ UXJUUFS!BZFNPT@Z HJUIVCBZFNPT XFCBZFNPTNF

    છ୩༔Ұ࿠<:VJDIJSP4PNFZB>

  3. BZFNPTNF BZFNPTNF

  4. $PPLQBE5FDI$POG BZFNPTNF ΫοΫύο υ ʹ ͓ ͚ Δ  σΟ

    ʔ ϓ ϥ ʔ χ ϯάͷ Φ Ϟ ς ΢ ϥ $PPLQBE5FDI$POG BZFNPTNF

  5. $PPLQBE5FDI$POG BZFNPTNF ΦϞς ද

  6. $PPLQBE5FDI$POG BZFNPTNF 

  7. $PPLQBE5FDI$POG BZFNPTNF

  8. $PPLQBE5FDI$POG BZFNPTNF ৞ΈࠐΈχϡʔϥϧωοτϫʔΫΛར༻ͨ͠νʔϜ͕ѹউ *NBHF/FU-BSHF4DBMF 7JTVBM3FDPHOJUJPO $IBMMFOHF ݸͷΧςΰϦʹ෼͚ΒΕͨը૾ͷೝࣝਫ਼౓Λڝ͏ࠃࡍతίϯςετ $PPLQBE5FDI$POG BZFNPTNF

  9. $PPLQBE5FDI$POG BZFNPTNF 

  10. $PPLQBE5FDI$POG BZFNPTNF ΫοΫύουݚڀ։ൃ෦ൃ଍

  11. $PPLQBE5FDI$POG BZFNPTNF 

  12. $PPLQBE5FDI$POG BZFNPTNF ྉཧ͖Ζ͘ ެ։

  13. $PPLQBE5FDI$POG BZFNPTNF ⿣ εϚʔτϑΥϯͷࣸਅͷ಺ɺྉཧΛࣗಈతʹऩूʗه࿥ ⿣ $BGGF/FUͷ'JOFUVOJOHʹΑΔྉཧը૾ೝࣝ  ݄ݱࡏ ਓҎ্ͷϢʔβʔ͕ར༻ 

     ຕҎ্ͷࣸਅΛ൑ఆ ྉཧ͖Ζ͘

  14. $PPLQBE5FDI$POG BZFNPTNF σΟʔϓϥʔχϯάಋೖاۀ

  15. $PPLQBE5FDI$POG BZFNPTNF ⿣ ݚڀ։ൃ෦ͷൃ଍໊ͷ૊৫΁ ⿣ σΟʔϓϥʔχϯάΛར༻ͨ͠ॳͷϓϩμΫτΛެ։ ΫοΫύουʷσΟʔϓϥʔχϯά ΦϞς

  16. $PPLQBE5FDI$POG BZFNPTNF 63" ΢ϥ

  17. $PPLQBE5FDI$POG BZFNPTNF ؀ڥͮ͘Γ

  18. $PPLQBE5FDI$POG BZFNPTNF ܭࢉػ؀ڥͷվળ

  19. $PPLQBE5FDI$POG BZFNPTNF ܭࢉػ؀ڥߏஙͷޮ཰Խ

  20. $PPLQBE5FDI$POG BZFNPTNF ⿣ "NB[PO&$ͷ(16Πϯελϯε HQ Λը૾ೝࣝʹར༻ ⿣ 6CVOUVUSVTUZ͔ΒखಈͰηοτΞοϓ  ؀ڥͷߏஙʗ؅ཧ͕େม

    ౰࣌ͷঢ়گ ܭࢉػ؀ڥߏஙͷޮ཰Խ OPVWFBVͷແޮԽ OWJEJBESJWFSͷΠϯετʔϧ $6%"$6%//ͷΠϯετʔϧ $IBJOFS5FOTPSqPX$B⒎FͷΠϯετʔϧ ؀ڥม਺ͷઃఆ

  21. $PPLQBE5FDI$POG BZFNPTNF ⿣ ը૾ೝࣝλεΫʹඞཁͳ؀ڥΛશ෦৐ͤͨ͠".*Λ1BDLFSʹΑΓ࡞੒ ⿣ खॱͷίʔυԽ ࣮ߦͷࣗಈԽ ⿣ d෼ఔ౓Ͱ࡞ۀ։࢝ՄೳͳΦϯσϚϯυ(16؀ڥΛܧଓతʹ࣮ݱ 

    ৽ͨͳϦαʔνϟʔʗσϕϩούʔΛεϜʔζʹड͚ೖΕՄೳ ܭࢉػ؀ڥߏஙͷޮ཰Խ

  22. $PPLQBE5FDI$POG BZFNPTNF .--VODI.-$MBTT

  23. $PPLQBE5FDI$POG BZFNPTNF ⿣ .--VODI෦һʹΑΔ࣋ͪճΓͰͷߨ ٛΛ िҰճ ࣮ࢪ  ڧԽֶश $IBJOFS

    "84 %BSL/FU 
 "NB[PO-FY"MFYB ⿣ .-$MBTT݄ҰճΛ໨҆ʹɺ֎෦͔Β ߨࢣΛট͍ͯߨٛΛ࣮ࢪ .--VODI.-$MBTT

  24. $PPLQBE5FDI$POG BZFNPTNF ·ͱΊ

  25. $PPLQBE5FDI$POG BZFNPTNF ⿣ σΟʔϓϥʔχϯάΛར༻ͨ͠ϓϩμΫτΛެ։ ⿣ ૊৫ͱͯ͠ܧଓతʹ੒௕͢Δҝͷ؀ڥͮ͘Γʹ΋औΓ૊ΜͰ͍Δ  ݚڀ։ൃ؀ڥͷΤϯδχΞϦϯάʹΑΔվળ  ෦಺ͷ஌ࣝڞ༗ͳͲ͸࣌ؒΛ࢖ͬͯ

    ΫοΫύουʷσΟʔϓϥʔχϯά