$30 off During Our Annual Pro Sale. View Details »

Amazon SageMakerの最新アップデートの紹介

Avatar for tandfy tandfy
December 16, 2019
Programming
1
910

Amazon SageMakerの最新アップデートの紹介

re:Growth 2019 Osakaでの発表内容です。

Avatar for tandfy

tandfy

December 16, 2019
Tweet

More Decks by tandfy

See All by tandfy
アプリから集まるイベントデータのリアルタイム処理入門
Avatar for tandfy tandfy
0
1.6k
Amazon Personalizeではじめるレコメンドサービス
Avatar for tandfy tandfy
0
1.2k
DeepRacerで学ぶ機械学習 1.1
Avatar for tandfy tandfy
0
1k
DeepRacerで始める機械学習
Avatar for tandfy tandfy
1
1.7k
DeepRacerでまなぶ強化学習
Avatar for tandfy tandfy
1
1.4k
Amazon SageMakerではじめる物体検出
Avatar for tandfy tandfy
1
1.1k

Other Decks in Programming

See All in Programming
dotfiles 式年遷宮 令和最新版
Avatar for masawada masawada
1
790
これならできる！個人開発のすゝめ
Avatar for Tsubasa SEKIGUCHI tinykitten
PRO
0
110
ELYZA_Findy AI Engineering Summit登壇資料_AIコーディング時代に「ちゃんと」やること_toB LLMプロダクト開発舞台裏_20251216
Avatar for 株式会社ELYZA elyza
2
270
MAP, Jigsaw, Code Golf 振り返り会 by 関東Kaggler会|Jigsaw 15th Solution
Avatar for s.konishi hasibirok0
0
250
Microservices rules: What good looks like
Avatar for Chris Richardson cer
PRO
0
1.5k
AtCoder Conference 2025「LLM時代のAHC」
Avatar for Yuki Imajuku imjk
2
520
AIエンジニアリングのご紹介 / Introduction to AI Engineering
Avatar for r-kagaya rkaga
8
3k
ViewファーストなRailsアプリ開発のたのしさ
Avatar for sugiwe sugiwe
0
500
モデル駆動設計をやってみよう ワークショップ開催報告(Modeling Forum2025) / model driven design workshop report
Avatar for haru860 haru860
0
270
俺流レスポンシブコーディング 2025
Avatar for TAK tak_dcxi
14
8.9k
WebRTC と Rust と 8K 60fps
Avatar for tnoho tnoho
2
2k
著者と進める！『AIと個人開発したくなったらまずCursorで要件定義だ！』
Avatar for yasuna yasunacoffee
0
150

Featured

See All Featured
Faster Mobile Websites
Avatar for Dean Hume deanohume
310
31k
Practical Orchestrator
Avatar for Shlomi Noach shlominoach
190
11k
Templates, Plugins, & Blocks: Oh My! Creating the theme that thinks of everything
Avatar for Michelle Schulp Hunt marktimemedia
31
2.6k
Code Review Best Practice
Avatar for Trisha Gee trishagee
74
19k
Building Adaptive Systems
Avatar for Chris Keathley keathley
44
2.9k
Keith and Marios Guide to Fast Websites
Avatar for Keith Pitt keithpitt
413
23k
Designing Dashboards & Data Visualisations in Web Apps
Avatar for Des Traynor destraynor
231
54k
Practical Tips for Bootstrapping Information Extraction Pipelines
Avatar for Matthew Honnibal honnibal
25
1.6k
The Myth of the Modular Monolith - Day 2 Keynote - Rails World 2024
Avatar for Eileen M. Uchitelle eileencodes
26
3.3k
Easily Structure & Communicate Ideas using Wireframe
Avatar for Afnizar Nur Ghifari afnizarnur
194
17k
Stop Working from a Prison Cell
Avatar for Chris Michel hatefulcrawdad
273
21k
10 Git Anti Patterns You Should be Aware of
Avatar for Lemi Orhan Ergin lemiorhan
PRO
659
61k

Transcript

  1. "NB[PO4BHF.BLFS࠷৽Ξοϓσʔτ  େᖒ༐ే SF(SPXUI04","

  2. ࣗݾ঺հ  େᖒ༐ే σʔλΞφϦςΟΫεࣄۀຊ෦ΠϯςάϨʔγϣϯ෦ ػցֶशνʔϜΤϯδχΞ!େࡕ w 4BHF.BLFSؔ࿈ϒϩάຊ d  w

    SF*OWFOUࢀՃճ໨

  3. εϥΠυ͸ޙͰೖख͢Δ͜ͱ͕ग़དྷ·͢ͷͰ ൃදதͷ಺༰ΛϝϞ͢Δඞཁ͸͋Γ·ͤΜɻ ࣸਅࡱӨΛ͢Δ৔߹͸ ϑϥογϡɾγϟολʔԻ͕ग़ͳ͍Α͏ʹ͝഑ྀ͍ͩ͘͞ Attention

  4.  SF*OWFOU ػցֶशؔ࿈ͷΞοϓσʔτ͕৭ʑ͋Γ·ͨ͠

  5. ػցֶशؔ࿈Ξοϓσʔτ  w "84%FFQ$PNQPTFS ϓϨϏϡʔ  w $POUBDU-FOTGPS"NB[PO $POOFDU ϓϨϏϡʔ

     w "NB[PO'SBVE%FUFDUPS ϓϨϏϡʔ  w "NB[PO,FOESB ϓϨϏϡʔ  w "NB[PO$PEF(VSV ϓϨϏϡʔ  w "NB[PO"VHNFOUFE"* ϓϨϏϡʔ w"NB[PO4BHF.BLFS4UVEJP w"NB[PO4BHF.BLFS/PUFCPPLT ϓϨϏϡʔ  w"NB[PO4BHF.BLFS%FCVHHFS w"NB[PO4BHF.BLFS&YQFSJNFOUT w"NB[PO4BHF.BLFS"VUPQJMPU w"NB[PO4BHF.BLFS1SPDFTTJOH w"NB[PO4BHF.BLFS.PEFM.POJUPS w"NB[PO4BHF.BLFSͷ%FFQ(SBQI-JCSBSZର Ԡ w"NB[PO4BHF.BLFS0QFSBUPSTGPS ,VCFSOFUFT

  6. ػցֶशؔ࿈Ξοϓσʔτ  w "84%FFQ$PNQPTFS ϓϨϏϡʔ  w $POUBDU-FOTGPS"NB[PO$POOFDU ϓϨϏϡʔ 

    w "NB[PO'SBVE%FUFDUPS ϓϨϏϡʔ  w "NB[PO,FOESB ϓϨϏϡʔ  w "NB[PO$PEF(VSV ϓϨϏϡʔ  w "NB[PO"VHNFOUFE"* ϓϨϏϡʔ w"NB[PO4BHF.BLFS4UVEJP w"NB[PO4BHF.BLFS/PUFCPPLT ϓϨϏϡʔ  w"NB[PO4BHF.BLFS%FCVHHFS w"NB[PO4BHF.BLFS&YQFSJNFOUT w"NB[PO4BHF.BLFS"VUPQJMPU w"NB[PO4BHF.BLFS1SPDFTTJOH w"NB[PO4BHF.BLFS.PEFM.POJUPS w"NB[PO4BHF.BLFSͷ%FFQ(SBQI-JCSBSZ ରԠ w"NB[PO4BHF.BLFS0QFSBUPSTGPS ,VCFSOFUFT

  7. ࠓ೔࿩͢಺༰  w"NB[PO4BHF.BLFS4UVEJP w"NB[PO4BHF.BLFS/PUFCPPLT w"NB[PO4BHF.BLFS%FCVHHFS w"NB[PO4BHF.BLFS &YQFSJNFOUT w"NB[PO4BHF.BLFS"VUPQJMPU w"NB[PO4BHF.BLFS1SPDFTTJOH w"NB[PO4BHF.BLFS.PEFM.POJUPS

    w"NB[PO4BHF.BLFSͷ%FFQ(SBQI-JCSBSZରԠ w"NB[PO4BHF.BLFS0QFSBUPSTGPS,VCFSOFUFT wػցֶशʹ͓͚ΔϫʔΫϑϩʔ w"NB[PO4BHF.BLFS֓ཁ w"NB[PO4BHF.BLFSͷ֤छΞοϓσʔτ಺༰

  8.  ػցֶशͷϫʔΫϑϩʔ

  9. ػցֶशͷϫʔΫϑϩʔ 

  10. ػցֶशͷϫʔΫϑϩʔ  ࣮ݧΛ܁Γฦ͢

  11. ػցֶशͷϫʔΫϑϩʔ  ͻͨ͢Β܁Γฦ͢

  12.  "NB[PO4BHF.BLFS

  13. ͜Ε·Ͱͷ "NB[PO4BHF.BLFS  Πϯϑϥ؅ཧෆཁͰ&%"͔ΒϞσϧͷӡ༻·ͰՄೳͳ ػցֶशͷϑϧϚωʔδυαʔϏε w+VQZUFSͷϗεςΟϯά wػցֶशϞσϧͷֶशͱϋΠύʔύϥϝʔλνϡʔχϯά wػցֶशϞσϧͷϗεςΟϯάͱόονਪ࿦ w֤छ૊ΈࠐΈΞϧΰϦζϜͷ༻ҙ֤छϑϨʔϜϫʔΫʹ΋ରԠ w"NB[PO4BHF.BLFS(SPVOE5SVUIϥϕϧ͚ͮ

    Ξϊςʔγϣϯ δϣϒͷ࡞੒ͱ؅ཧ w"NB[PO4BHF.BLFS/FPϞσϧͷίϯύΠϧ w"NB[PO4BHF.BLFS4FBSDIֶशδϣϒͷݕࡧͱൺֱ

  14.  "NB[PO4BHF.BLFS ֤छΞοϓσʔτ಺༰

  15.  "NB[PO4BHF.BLFS4UVEJP

  16. "NB[PO4BHF.BLFS4UVEJP  ػցֶशͷͨΊͷ౷߹։ൃ؀ڥ *%&  w+VQZUFS-BCϕʔε w"NB[PO4BHF.BLFSͷ֤ػೳͱ࿈ܞ wίʔυϕʔεͰͷ&%"͔Β࣮ݧɺӡ༻·ͰՄೳ w440ͰͷϢʔβ؅ཧɾΞΫηε͕Մೳ wΦϋΠΦϦʔδϣϯͰར༻Մೳ

  17. "NB[PO4BHF.BLFS4UVEJP  https://aws.amazon.com/jp/blogs/news/amazon-sagemaker-studio-the-first-fully-integrated-development-environment-for-machine-learning/

  18.  "NB[PO4BHF.BLFS/PUFCPPLT ϓϨϏϡʔ

  19. "NB[PO4BHF.BLFS/PUFCPPLT ϓϨϏϡʔ  +VQZUFSϊʔτϒοΫͷར༻ͱڞ༗͕؆୯ʹ w+VQZUFS+VQZUFS-BC͕਺ඵͰ࢖͑Δ wΠϯϑϥ؅ཧ͸ෆཁ wϊʔτϒοΫͷڞ༗͕؆୯ʹͰ͖Δ wܭࢉϦιʔεͷ੾Γସ͑΋؆୯

  20. ϊʔτϒοΫͷڞ༗  https://aws.amazon.com/jp/blogs/news/amazon-sagemaker-studio-the-first-fully-integrated-development-environment-for-machine-learning/

  21.  "NB[PO4BHF.BLFS &YQFSJNFOUT

  22. "NB[PO4BHF.BLFS&YQFSJNFOUT 

  23. "NB[PO4BHF.BLFS&YQFSJNFOUT  ػցֶशδϣϒ΍࣮ݧͷ؅ཧɾൺֱΛΑΓ؆୯ʹ w࣮ݧ໊ͱτϥΠΞϧ໊Ͱ֤छδϣϒΛ؅ཧ w࣮ݧ͸τϥΠΞϧͷू߹ɺτϥΠΞϧ͸τϥΠΞϧίϯϙʔωϯτͰߏ੒ w"NB[PO4BHF.BLFS4UVEJPͱ࿈ܞ͢Δ͜ͱͰɺ(6*Ͱͷ ؅ཧͱൺֱ͕Մೳ

  24. ֶश࣌ʹ͓͚ΔϩεͷมԽΛൺֱ  https://aws.amazon.com/jp/blogs/news/amazon-sagemaker-studio-the-first-fully-integrated-development-environment-for-machine-learning/

  25.  "NB[PO4BHF.BLFS%FCVHHFS

  26. "NB[PO4BHF.BLFS%FCVHHFS 

  27. "NB[PO4BHF.BLFS%FCVHHFS  ϞσϧͷֶशΛޮ཰Խ wֶशதʹࢦఆͨ͠σʔλΛऩू wֶशঢ়ଶͷϧʔϧϕʔεͷϞχλϦϯά w$MPVE8BUDIͱ࿈ܞͨ͠ϧʔϧϕʔεͷϦΞϧλΠϜΞΫ γϣϯ w5FOTPS'MPXɺ1Z5PSDIɺ.9/FUɺ9(#PPTUʹαϙʔτ

  28. ؂ࢹϧʔϧͷఆٛɺϧʔϧҧ൓ݕग़ɺϩεΧʔϒ  https://aws.amazon.com/jp/blogs/news/amazon-sagemaker-studio-the-first-fully-integrated-development-environment-for-machine-learning/

  29.  "NB[PO4BHF.BLFS 1SPDFTTJOH

  30. "NB[PO4BHF.BLFS1SPDFTTJOH 

  31. "NB[PO4BHF.BLFS1SPDFTTJOH  લޙॲཧͱධՁॲཧͷϚωʔδυαʔϏε wεΫϦϓτͱ࣮ߦ؀ڥɺೖग़ྗ৘ใ͚ͩͰ࣮ߦՄೳ w"NB[PO4BHF.BLFSʹֶशҎ֎ͷॲཧΛΦϑϩʔυͰ͖Δ wಠࣗίϯςφͷར༻΋Մೳ

  32. εΫϦϓτྫ  https://aws.amazon.com/jp/blogs/news/amazon-sagemaker-processin-fully-managed-data-processing-and-model-evaluation/?nc1=b_rp

  33.  "NB[PO4BHF.BLFS.PEFM .POJUPS

  34. "NB[PO4BHF.BLFS.PEFM.POJUPS 

  35. "NB[PO4BHF.BLFS.PEFM.POJUPS  Ϟσϧӡ༻࣌ͷҟৗΛݕग़ wσϓϩΠͨ͠Ϟσϧͷೖग़ྗσʔλΛه࿥ɾ෼ੳ wϞχλϦϯάδϣϒͷఆظ࣮ߦ wϧʔϧϕʔεͰͷҟৗνΣοΫ w$MPVE8BUDIͱͷ࿈ܞ

  36. ͋Δಛ௃ྔͷ߹ܭ஋ͷൺֱ ج४σʔλͱϞχλϦϯάσʔλ  https://aws.amazon.com/jp/blogs/news/amazon-sagemaker-studio-the-first-fully-integrated-development-environment-for-machine-learning/

  37.  "NB[PO4BHF.BLFS"VUPQJMPU

  38. "NB[PO4BHF.BLFS"VUPQJMPU 

  39. "NB[PO4BHF.BLFS"VUPQJMPU  "VUP.- w&%"͔ΒલॲཧɺΞϧΰϦζϜͷબ୒ɺֶशɺνϡʔχϯά ·ͰࣗಈͰ࣮ߦ wߦͬͨલॲཧ΍ֶशΛ࠶ݱՄೳͳϊʔτϒοΫͷࣗಈ࡞੒

  40. "VUPQJMPUʹΑΔτϥΠΞϧҰཡ  https://aws.amazon.com/jp/blogs/news/amazon-sagemaker-studio-the-first-fully-integrated-development-environment-for-machine-learning/

  41.  "NB[PO4BHF.BLFSͷ%FFQ (SBQI-JCSBSZରԠ

  42. "NB[PO4BHF.BLFSͷ%FFQ(SBQI-JCSBSZରԠ  "NB[PO4BHF.BLFSͰάϥϑσʔλͷֶश͕ΑΓ؆ ୯ʹ w%FFQ(SBQI-JCSBSZ͸άϥϑߏ଄Λ࣋ͬͨσʔλͷͨΊͷ 044ͷਂ૚ֶशϑϨʔϜϫʔΫ wόοΫΤϯυ͸1Z5PSDIͱ.9/FUʹରԠ wίϯςφΠϝʔδ͕༻ҙ͞Ε͍ͯΔͨΊɺεΫϦϓτͱύϥ ϝʔλɺσʔλ͚ͩͰֶशՄೳ

  43. εΫϦϓτྫ  https://aws.amazon.com/jp/blogs/news/now-available-on-amazon-sagemaker-the-deep-graph-library/?nc1=b_rp

  44.  "NB[PO4BHF.BLFS0QFSBUPS GPS,VCFSOFUFT

  45. "NB[PO4BHF.BLFS0QFSBUPSGPS,VCFSOFUFT  ,VCFSOFUFTΛհͨ͠4BHF.BLFSͷར༻͕Մೳʹ wϞσϧͷֶश͚ͩͰͳ͘ɺνϡʔχϯά΍ϗεςΟϯά΋Մ ೳ w,VCFSOFUFT"1*΍LVCFDUM͔Β4BHF.BLFSͰͷδϣϒ͕࡞ ੒Մೳ

  46. ֶशδϣϒΛΧελϜϦιʔεͱͯ͠ఆٛ͠ɺ࣮ߦ  https://aws.amazon.com/jp/blogs/news/introducing-amazon-sagemaker-operators-for-kubernetes/?nc1=b_rp

  47.  ·ͱΊ

  48. "NB[PO4BHF.BLFS͕ύϫʔΞοϓʂ  %FFQ(SBQI-JCSBSZʹ΋ରԠʂ,VCFSOFUFT͔Β΋࢖͑Δʂ