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 Env with Docker
Search
hyga2c
May 15, 2019
Technology
580
2
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
Data Science Env with Docker
Dockerを使って研究環境を整備する
Lightning Talk at みんなのPython勉強会 #45
hyga2c
May 15, 2019
Other Decks in Technology
See All in Technology
FinTech 1-2 : Overview of FinTech
ks91
PRO
0
120
並行性の問題を防げ!実践トランザクション入門
occhi
0
150
LLM機能を自作して分かるSnowflake Cortex AIの強み
nayuts
0
170
猫でもわかるKiro Web
kentapapa
1
160
Databricksメトリクスビューはじめてのもくもく会
taka_aki
0
160
[2026 Oracle Technical Deep Dive] エンタープライズAIエージェントを支えるOCIソリューション。ラインナップと特徴を理解しよう! (2026年9月17日開催)
oracle4engineer
PRO
0
200
The seven pitfalls of AI (revised version)
ufried
0
190
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
510
「とりあえず動く」の先へ。 AI時代のチーム開発と内部設計/2026-slsdays
slsops
0
110
2026-10-01_MagicPod_QAハーネスエンジニアリングとQA組織の未来像
ynisqa1988
1
380
1人アドミンな私はAWSアカウント申請をSlackで完結したい!
ysuzuki
0
110
データ品質を壊しながらSnowflakeのAIに分析させてみた
kawanago
0
370
Featured
See All Featured
The Cult of Friendly URLs
andyhume
79
7k
Imperfection Machines: The Place of Print at Facebook
scottboms
270
14k
The Language of Interfaces
destraynor
162
27k
Exploring the relationship between traditional SERPs and Gen AI search
raygrieselhuber
PRO
3
4.3k
個人開発の失敗を避けるイケてる考え方 / tips for indie hackers
panda_program
123
22k
From π to Pie charts
rasagy
1
380
HU Berlin: Industrial-Strength Natural Language Processing with spaCy and Prodigy
inesmontani
PRO
0
730
WCS-LA-2024
lcolladotor
0
840
XXLCSS - How to scale CSS and keep your sanity
sugarenia
250
1.3M
Principles of Awesome APIs and How to Build Them.
keavy
128
18k
Stop Working from a Prison Cell
hatefulcrawdad
274
21k
Building a A Zero-Code AI SEO Workflow
portentint
PRO
0
750
Transcript
%PDLFSΛͬͯ ݚڀڥΛඋ͢Δ ΈΜͳͷ1ZUIPOษڧձ
rOJLLJF!ΈΜͳͷ1ZUIPOษڧձ lڥߏஙΛΓӽ͑ͯ࠷ॳͷޭΛମݧͨ͠ΒɺTUBQZͰ-5͠·ͤΜ͔ʁz
ࣗݾհ w ฌݿ३ࢤ w !):0@(0 w ༀձࣾͷݚڀ։ൃ෦*5اը͓ੈ w झຯͰσʔλݚڀࢦͯ͠·͢ ࢦͤ͞ΜͰʙͰʙͨʙ͍͑͞Μͯ͌͢ͱ
w ݩੜԽֶݚڀऀɺݩҩༀ։ൃʢن੍Պֶʣݚڀऀ
.PUJWBUJPO w ʢझຯͷʣݚڀͷͨΊʹ1ZUIPOͰσʔλαΠΤϯε͍ͨ͠ w ʢͰ͖ΔݶΓʣ࠷৽ͷख๏छछͷσʔλࢼͯ͠Έ͍ͨ w 5FOTPS'MPX $IBJOFS w 3%,JU
1VCDIFNQZ
.PUJWBUJPO ͳͷͰ
.PUJWBUJPO w ͍Ζ͍ΖͬͯΈΔˠࣦഊ͢Δ w QJQͱBOBDPOEB·ࣦͥͯഊ w $BOPQZͱ1ZDIBSNڞଘʹࣦഊ w 1ZUIPOͷόʔδϣϯ্͛ͨΒ5FOTPS'MPXಈ͔ͳ͍ w
DVEBͷόʔδϣϯ͕ɻɻɻ w QZFOWͱDPOEBͱQJQͱ͔ɺ·͢·͢Θ͔Βͳ͘ͳ͖ͬͯͨ
.PUJWBUJPO ڥߏஙʹ͏͕࣌ؒഅࣛʹͳΒͳ͍ Ͳ͏ͨ͠Βʁ Ͳ͏Β%PDLFSΛ͏ͱͤʹͳΕΔΒ͍͠
࠷ॳͷޭ w ʢࣦഊͷੵΈॏͶͷޙʹʣ5FOTPS'MPXڥͷߏஙʹޭ w %PDLFSલɿ5FOTPS'MPXͷόʔδϣϯͱ͔DVEBͷόʔδϣϯͱ͔શ͘ ཧղग़དྷࣦͣഊͷ࿈ଓʼ͍ͭʹ6CVOUVͷ࠶Πϯετʔϧ·Ͱ w %PDLFSಋೖτϥΠޙ w ࠷ॳͷࣦഊˠ2JJUBͷݹ͍هࣄΛࢀর͍ͯͨ͠
ཧ༝ɿࣗͷڥͷDVEBͷόʔδϣϯ͕৽͗ͨ͢͠ w ೋͰޭˠޭͷݪҼɿ5FOTPS'MPXެࣜΛࢀর w IUUQTXXXUFOTPSqPXPSHJOTUBMMEPDLFS w ڭ܇ɿͱʹ͔͘ݪయʹ͋ͨΔ
࣍ͷஈ֊ w ͜Εศར͔͠Εͳ͍ w Ͱɺ5FOGPS'MPXެࣜͷͱ͓Γʹ͍ͬͯΔz͚ͩzͳͷͰ w ԿΛ͍ͬͯΔ͔͕Θ͔Βͳ͍
࣍ͷஈ֊ wͦ͏ͩɻɻɻษڧ͠Α͏ wϚϯΨͰΘ͔Δ%PDLFSͰ֓೦ཧղͯ͠ wϚϯΨͰΘ͔Δ%PDLFSͰ͏গ͠ৄ͘͠ͳͬͯ w%PDLFS,VCFSOFUFT࣮ફίϯςφ։ൃೖΛಡΈ࢝ΊͨɹˡɹΠϚίί
ͭΊͷޭ w 4DJQZ+BQBOͰσʔλαΠΤϯεݚڀͷ࠶ݱੑͷॏཁੑΛ࠶ ೝࣝ w "OBDPOEBc4DJQZ +VQZUFSͷੳڥ%PDLFSͰ࡞ͬͨ Β࠶ݱੑ֬อʹ༗ޮͳͷͰʁʁʁ w ͦ͏͍͑ɺϚϯΨͰΘ͔Δ%PDLFSʹɺ%PDLFSΛ͏
ͱႈੑ͕อͨΕΔͬͯදݱ͕ɻɻɻ ϚϯΨͰΘ͔Δ%PDLFSɹື͍͋ஶɹΑΓ
ͭΊͷޭɿ%PDLFSͰ+VQZUFS w %PDLFSͬͨ+VQZUFSڥߏஙͷ ެࣜ(JUIVCެࣜϖʔδ͋Δʂ w ࢀߟɿ%PDLFSͰجຊతͳ%BUB 4DJFODFڥ +VQZUFS 1ZUIPO
3 +VMJB ఆ൪ϥΠϒϥϦ Λߏங ͢Δɻ
ͭΊͷޭɿ%PDLFSͰ+VQZUFS w ϝϦοτ w ඞཁͳύοέʔδΛ·ͱΊ֤ͨछͷ %PDLFS*NBHF͕छྨ४උ͞Ε͍ͯΔ w %PDLFS*NBHFΛSVO͢ΔࡍʹUBHΛࢦఆ ͢Εຖճಉ͡ڥ͕ߏங͞ΕΔ w
ඞཁͳΒ%PDLFS'JMFΛฤूͯ͠ಠࣗͷ ڥ࡞Մೳʢݚڀதʣ
࣮ࡍʹԿΛ͍ͬͯΔ͔ w SNίϯςφऴྃ࣌ʹίϯςφࣗಈআ w Qϙʔτࢦఆɹʢ%PDLFSίϯςφʹΞΫηε͢Δϙʔτ൪߸ͱGPXBSEJOHΛࢦఆʣ w FڥมࢦఆʢࠓճىಈޙʹKVQZUFSMBCTΛىಈʣ w OBNFίϯςφͷ໊લࢦఆʢSN͢ΔͳΒ w
WσΟϨΫτϦͷڞ༗ˠϗετଆͷσΟϨΫτϦ NOUTTEXPSL ͱίϯςφͷʢIPNF KPWZBOXPSL σΟϨΫτϦΛಉظ w $ docker run --rm -p 8888:8888 \ -e JUPYTER_ENABLE_LAB=yes\ --name jupyter-labs\ -v /mnt/ssd/work/:/home/jovyan/work\ jupyter/scipy-notebook
࣮ࡍʹԿΛ͍ͬͯΔ͔ w ίϯςφىಈޙʹλʔϛφϧʹදࣔ͞ΕΔτʔ ΫϯΛίϐʔɻ w ϒϥβͰIUUQMPDBMIPTU ʹΞΫη ε
࠷ޙʹ w σʔλαΠΤϯεʹ%PDLFS͓͢͢ΊͰ͢ w ϩʔΧϧͰಈ͖·͢ w αʔόʔ্ʹཱ͍͍ͯͯ͢Ͱ͢ w "84ͱ͔($1ͱ͔Ͱಈ͖·͢ʢ͜Εࢼ͍ͯ͠·ͤΜʣ w
ଟΞϓϦ։ൃͱ͔8FC։ൃʹ༗ޮͳͣʢσϓϩΠ·Ͱʁʣ w -FU`T&OKPZ1ZUIPO-JGFXJUI%PDLFS