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
Amazon SageMakerの最新アップデートの紹介
Search
tandfy
December 16, 2019
Programming
1
770
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。
tandfy
December 16, 2019
Tweet
Share
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
tandfy
0
1.3k
Amazon Personalizeではじめるレコメンドサービス
tandfy
0
910
DeepRacerで学ぶ機械学習 1.1
tandfy
0
870
DeepRacerで始める機械学習
tandfy
1
1.5k
DeepRacerでまなぶ強化学習
tandfy
1
1.3k
Amazon SageMakerではじめる物体検出
tandfy
1
920
Other Decks in Programming
See All in Programming
Anthropic Cookbook のおすすめレシピ
schroneko
7
980
Rubyでたのしむクリエイティブコーディング/Enjoy Creative coding with Ruby
chobishiba
1
180
大規模Reactアプリのリアーキテクチャ~8万行のTanStack Query移行の軌跡~
kj455
4
960
デフォルトにして至高、RubyMineの大好きな所
ruzia
0
410
単体テストを書かない技術 #phpcon_odawara
o0h
PRO
27
8.3k
見た目から始める生産性向上
ikumatadokoro
7
850
Node.js v22 で変わること
yosuke_furukawa
PRO
9
3.5k
『Railsオワコン』と言われる時代に、なぜブルーモ証券はRailsを選ぶのか
free_world21
0
250
効率化に挑戦してみたらモバイル開発が少し快適になった話
ryunakayama
0
130
大規模UIKitベースアプリへのTCAの段階的導入/gradual-adoption-of-tca-in-a-large-scale-uikit-based-app
takehilo
1
180
if constexpr文はテンプレート世界のラムダ式である
faithandbrave
3
650
Komplexe Oberflächen mit SVG und der Web Animation API
joergneumann
0
670
Featured
See All Featured
How GitHub Uses GitHub to Build GitHub
holman
468
290k
The Psychology of Web Performance [Beyond Tellerrand 2023]
tammyeverts
6
1.5k
Gamification - CAS2011
davidbonilla
76
4.6k
Git: the NoSQL Database
bkeepers
PRO
422
63k
Robots, Beer and Maslow
schacon
PRO
155
7.9k
Designing for humans not robots
tammielis
248
25k
Keith and Marios Guide to Fast Websites
keithpitt
408
22k
How to name files
jennybc
65
93k
The World Runs on Bad Software
bkeepers
PRO
61
6.7k
Helping Users Find Their Own Way: Creating Modern Search Experiences
danielanewman
20
1.9k
Fireside Chat
paigeccino
21
2.6k
[RailsConf 2023] Rails as a piece of cake
palkan
23
4k
Transcript
"NB[PO4BHF.BLFS࠷৽Ξοϓσʔτ େᖒ༐ే SF(SPXUI04","
ࣗݾհ େᖒ༐ే σʔλΞφϦςΟΫεࣄۀຊ෦ΠϯςάϨʔγϣϯ෦ ػցֶशνʔϜΤϯδχΞ!େࡕ w 4BHF.BLFSؔ࿈ϒϩάຊ d w
SF*OWFOUࢀՃճ
εϥΠυޙͰೖख͢Δ͜ͱ͕ग़དྷ·͢ͷͰ ൃදதͷ༰ΛϝϞ͢Δඞཁ͋Γ·ͤΜɻ ࣸਅࡱӨΛ͢Δ߹ ϑϥογϡɾγϟολʔԻ͕ग़ͳ͍Α͏ʹྀ͍ͩ͘͝͞ Attention
SF*OWFOU ػցֶशؔ࿈ͷΞοϓσʔτ͕৭ʑ͋Γ·ͨ͠
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
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
ࠓ͢༰ 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.BLFSͷ֤छΞοϓσʔτ༰
ػցֶशͷϫʔΫϑϩʔ
ػցֶशͷϫʔΫϑϩʔ
ػցֶशͷϫʔΫϑϩʔ ࣮ݧΛ܁Γฦ͢
ػցֶशͷϫʔΫϑϩʔ ͻͨ͢Β܁Γฦ͢
"NB[PO4BHF.BLFS
͜Ε·Ͱͷ "NB[PO4BHF.BLFS ΠϯϑϥཧෆཁͰ&%"͔ΒϞσϧͷӡ༻·ͰՄೳͳ ػցֶशͷϑϧϚωʔδυαʔϏε w+VQZUFSͷϗεςΟϯά wػցֶशϞσϧͷֶशͱϋΠύʔύϥϝʔλνϡʔχϯά wػցֶशϞσϧͷϗεςΟϯάͱόονਪ w֤छΈࠐΈΞϧΰϦζϜͷ༻ҙ֤छϑϨʔϜϫʔΫʹରԠ w"NB[PO4BHF.BLFS(SPVOE5SVUIϥϕϧ͚ͮ
Ξϊςʔγϣϯ δϣϒͷ࡞ͱཧ w"NB[PO4BHF.BLFS/FPϞσϧͷίϯύΠϧ w"NB[PO4BHF.BLFS4FBSDIֶशδϣϒͷݕࡧͱൺֱ
"NB[PO4BHF.BLFS ֤छΞοϓσʔτ༰
"NB[PO4BHF.BLFS4UVEJP
"NB[PO4BHF.BLFS4UVEJP ػցֶशͷͨΊͷ౷߹։ൃڥ *%& w+VQZUFS-BCϕʔε w"NB[PO4BHF.BLFSͷ֤ػೳͱ࿈ܞ wίʔυϕʔεͰͷ&%"͔Β࣮ݧɺӡ༻·ͰՄೳ w440ͰͷϢʔβཧɾΞΫηε͕Մೳ wΦϋΠΦϦʔδϣϯͰར༻Մೳ
"NB[PO4BHF.BLFS4UVEJP https://aws.amazon.com/jp/blogs/news/amazon-sagemaker-studio-the-first-fully-integrated-development-environment-for-machine-learning/
"NB[PO4BHF.BLFS/PUFCPPLT ϓϨϏϡʔ
"NB[PO4BHF.BLFS/PUFCPPLT ϓϨϏϡʔ +VQZUFSϊʔτϒοΫͷར༻ͱڞ༗͕؆୯ʹ w+VQZUFS+VQZUFS-BC͕ඵͰ͑Δ wΠϯϑϥཧෆཁ wϊʔτϒοΫͷڞ༗͕؆୯ʹͰ͖Δ wܭࢉϦιʔεͷΓସ͑؆୯
ϊʔτϒοΫͷڞ༗ https://aws.amazon.com/jp/blogs/news/amazon-sagemaker-studio-the-first-fully-integrated-development-environment-for-machine-learning/
"NB[PO4BHF.BLFS &YQFSJNFOUT
"NB[PO4BHF.BLFS&YQFSJNFOUT
"NB[PO4BHF.BLFS&YQFSJNFOUT ػցֶशδϣϒ࣮ݧͷཧɾൺֱΛΑΓ؆୯ʹ w࣮ݧ໊ͱτϥΠΞϧ໊Ͱ֤छδϣϒΛཧ w࣮ݧτϥΠΞϧͷू߹ɺτϥΠΞϧτϥΠΞϧίϯϙʔωϯτͰߏ w"NB[PO4BHF.BLFS4UVEJPͱ࿈ܞ͢Δ͜ͱͰɺ(6*Ͱͷ ཧͱൺֱ͕Մೳ
ֶश࣌ʹ͓͚ΔϩεͷมԽΛൺֱ https://aws.amazon.com/jp/blogs/news/amazon-sagemaker-studio-the-first-fully-integrated-development-environment-for-machine-learning/
"NB[PO4BHF.BLFS%FCVHHFS
"NB[PO4BHF.BLFS%FCVHHFS
"NB[PO4BHF.BLFS%FCVHHFS ϞσϧͷֶशΛޮԽ wֶशதʹࢦఆͨ͠σʔλΛऩू wֶशঢ়ଶͷϧʔϧϕʔεͷϞχλϦϯά w$MPVE8BUDIͱ࿈ܞͨ͠ϧʔϧϕʔεͷϦΞϧλΠϜΞΫ γϣϯ w5FOTPS'MPXɺ1Z5PSDIɺ.9/FUɺ9(#PPTUʹαϙʔτ
ࢹϧʔϧͷఆٛɺϧʔϧҧݕग़ɺϩεΧʔϒ https://aws.amazon.com/jp/blogs/news/amazon-sagemaker-studio-the-first-fully-integrated-development-environment-for-machine-learning/
"NB[PO4BHF.BLFS 1SPDFTTJOH
"NB[PO4BHF.BLFS1SPDFTTJOH
"NB[PO4BHF.BLFS1SPDFTTJOH લޙॲཧͱධՁॲཧͷϚωʔδυαʔϏε wεΫϦϓτͱ࣮ߦڥɺೖग़ྗใ͚ͩͰ࣮ߦՄೳ w"NB[PO4BHF.BLFSʹֶशҎ֎ͷॲཧΛΦϑϩʔυͰ͖Δ wಠࣗίϯςφͷར༻Մೳ
εΫϦϓτྫ https://aws.amazon.com/jp/blogs/news/amazon-sagemaker-processin-fully-managed-data-processing-and-model-evaluation/?nc1=b_rp
"NB[PO4BHF.BLFS.PEFM .POJUPS
"NB[PO4BHF.BLFS.PEFM.POJUPS
"NB[PO4BHF.BLFS.PEFM.POJUPS Ϟσϧӡ༻࣌ͷҟৗΛݕग़ wσϓϩΠͨ͠Ϟσϧͷೖग़ྗσʔλΛهɾੳ wϞχλϦϯάδϣϒͷఆظ࣮ߦ wϧʔϧϕʔεͰͷҟৗνΣοΫ w$MPVE8BUDIͱͷ࿈ܞ
͋Δಛྔͷ߹ܭͷൺֱ ج४σʔλͱϞχλϦϯάσʔλ https://aws.amazon.com/jp/blogs/news/amazon-sagemaker-studio-the-first-fully-integrated-development-environment-for-machine-learning/
"NB[PO4BHF.BLFS"VUPQJMPU
"NB[PO4BHF.BLFS"VUPQJMPU
"NB[PO4BHF.BLFS"VUPQJMPU "VUP.- w&%"͔ΒલॲཧɺΞϧΰϦζϜͷબɺֶशɺνϡʔχϯά ·ͰࣗಈͰ࣮ߦ wߦͬͨલॲཧֶशΛ࠶ݱՄೳͳϊʔτϒοΫͷࣗಈ࡞
"VUPQJMPUʹΑΔτϥΠΞϧҰཡ https://aws.amazon.com/jp/blogs/news/amazon-sagemaker-studio-the-first-fully-integrated-development-environment-for-machine-learning/
"NB[PO4BHF.BLFSͷ%FFQ (SBQI-JCSBSZରԠ
"NB[PO4BHF.BLFSͷ%FFQ(SBQI-JCSBSZରԠ "NB[PO4BHF.BLFSͰάϥϑσʔλͷֶश͕ΑΓ؆ ୯ʹ w%FFQ(SBQI-JCSBSZάϥϑߏΛ࣋ͬͨσʔλͷͨΊͷ 044ͷਂֶशϑϨʔϜϫʔΫ wόοΫΤϯυ1Z5PSDIͱ.9/FUʹରԠ wίϯςφΠϝʔδ͕༻ҙ͞Ε͍ͯΔͨΊɺεΫϦϓτͱύϥ ϝʔλɺσʔλ͚ͩͰֶशՄೳ
εΫϦϓτྫ https://aws.amazon.com/jp/blogs/news/now-available-on-amazon-sagemaker-the-deep-graph-library/?nc1=b_rp
"NB[PO4BHF.BLFS0QFSBUPS GPS,VCFSOFUFT
"NB[PO4BHF.BLFS0QFSBUPSGPS,VCFSOFUFT ,VCFSOFUFTΛհͨ͠4BHF.BLFSͷར༻͕Մೳʹ wϞσϧͷֶश͚ͩͰͳ͘ɺνϡʔχϯάϗεςΟϯάՄ ೳ w,VCFSOFUFT"1*LVCFDUM͔Β4BHF.BLFSͰͷδϣϒ͕࡞ Մೳ
ֶशδϣϒΛΧελϜϦιʔεͱͯ͠ఆٛ͠ɺ࣮ߦ https://aws.amazon.com/jp/blogs/news/introducing-amazon-sagemaker-operators-for-kubernetes/?nc1=b_rp
·ͱΊ
"NB[PO4BHF.BLFS͕ύϫʔΞοϓʂ %FFQ(SBQI-JCSBSZʹରԠʂ,VCFSOFUFT͔Β͑Δʂ