$30 off During Our Annual Pro Sale. View Details »
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
TokyoR76_BeginnersSession1.pdf
Search
yu_sekiya
March 02, 2019
Technology
0
430
TokyoR76_BeginnersSession1.pdf
TokyoR#76の初心者セッション資料です。
yu_sekiya
March 02, 2019
Tweet
Share
More Decks by yu_sekiya
See All by yu_sekiya
TokyoR#119 rvestでhtml_liveをさわってみた話
kotatyamtema
0
28
TokyoR#119 bignners session2 Visualization
kotatyamtema
0
190
Shinyのすすめ - Introduction to shiny -
kotatyamtema
0
160
TokyoR116_BeginnersSession1_環境構築
kotatyamtema
0
230
TokyoR#114 shiny+DT超(ザックリ)入門
kotatyamtema
0
92
TokyoR#113 bignners session2 Visualization
kotatyamtema
0
120
TokyoR #112 Beginners' Session2 data handing
kotatyamtema
0
120
TokyoR #111 Beginners' Session1 data handing
kotatyamtema
0
87
TokyoR#95 bignners session2 Visualization
kotatyamtema
0
62
Other Decks in Technology
See All in Technology
AWS re:Invent 2025~初参加の成果と学び~
kubomasataka
1
200
2025-12-18_AI駆動開発推進プロジェクト運営について / AIDD-Promotion project management
yayoi_dd
0
160
Building Serverless AI Memory with Mastra × AWS
vvatanabe
0
600
フルカイテン株式会社 エンジニア向け採用資料
fullkaiten
0
9.9k
Amazon Quick Suite で始める手軽な AI エージェント
shimy
2
1.9k
マイクロサービスへの5年間 ぶっちゃけ何をしてどうなったか
joker1007
21
8.3k
[Neurogica] 採用ポジション/ Recruitment Position
neurogica
1
130
Authlete で実装する MCP OAuth 認可サーバー #CIMD の実装を添えて
watahani
0
190
Oracle Database@Google Cloud:サービス概要のご紹介
oracle4engineer
PRO
1
770
日本の AI 開発と世界の潮流 / GenAI Development in Japan
hariby
1
490
AIBuildersDay_track_A_iidaxs
iidaxs
4
1.4k
Oracle Database@AWS:サービス概要のご紹介
oracle4engineer
PRO
1
410
Featured
See All Featured
VelocityConf: Rendering Performance Case Studies
addyosmani
333
24k
Designing for humans not robots
tammielis
254
26k
Self-Hosted WebAssembly Runtime for Runtime-Neutral Checkpoint/Restore in Edge–Cloud Continuum
chikuwait
0
230
Kristin Tynski - Automating Marketing Tasks With AI
techseoconnect
PRO
0
110
XXLCSS - How to scale CSS and keep your sanity
sugarenia
249
1.3M
Ruling the World: When Life Gets Gamed
codingconduct
0
100
We Analyzed 250 Million AI Search Results: Here's What I Found
joshbly
0
280
svc-hook: hooking system calls on ARM64 by binary rewriting
retrage
1
30
Public Speaking Without Barfing On Your Shoes - THAT 2023
reverentgeek
1
280
技術選定の審美眼(2025年版) / Understanding the Spiral of Technologies 2025 edition
twada
PRO
115
94k
Principles of Awesome APIs and How to Build Them.
keavy
127
17k
The Power of CSS Pseudo Elements
geoffreycrofte
80
6.1k
Transcript
ॳ৺ऀηογϣϯ 3ͱσʔλͷ*NQVU0VUQVU 5PLZP3 !LPUBUZBNUFNB
ࣗݾհ 5XJUUFS*%!LPUBUZBNUFNB େֶͰͷઐߦಈੜଶֶ ཱҊdั֫d࣮ݧdੳ·ͰϫϯΦϖ ࠓ·ͰσʔλੳձࣾͰ٬ઌ΅ͬͪੳ ݱࡏ֎ࢿܥΞύϨϧձࣾͰσʔλੳ 3ྺ͏͙͢ ۙگࠇຐज़త42-͔͠ॻ͍ͯͳ͍ʜ ɹɹઈࢍస৬׆ಈதʂʂ
ٻΉʂ͑Δσʔλͷ͋Δձࣾʂ
త 3ͱԿ͔ 3ͷڥઃఆ ੳʹඞཁͳσʔλͷೖग़ྗ͕ Ͱ͖ΔΑ͏ʹ͢Δ
࣍ 3ͱԿ͔ 3Λ͏ڥઃఆͱQBDLBHFʹΑΔػೳ֦ு ֎෦σʔλͷJOQVUํ๏ͷհ ݁ՌͷPVUQVUํ๏ͷհ
.&/6 3ͱԿ͔ 3Λ͏ͨΊͷڥઃఆ 3ͱ34UVEJPͷΠϯετʔϧ 3ͷػೳ֦ு 1BDLBHFͷऔΓࠐΈ 1BDLBHFͷݺͼग़͠ ֎෦σʔλͷ*NQVUํ๏
UBCMFܗࣜ ͦͷଞ ݁ՌͷPVUQVUํ๏ EBUBGSBNFܗࣜ
.&/6 3ͱԿ͔ 3Λ͏ͨΊͷڥઃఆ 3ͱ34UVEJPͷΠϯετʔϧ 3ͷػೳ֦ு 1BDLBHFͷऔΓࠐΈ 1BDLBHFͷݺͼग़͠ ֎෦σʔλͷ*NQVUํ๏
UBCMFܗࣜ ͦͷଞ ݁ՌͷPVUQVUํ๏ EBUBGSBNFܗࣜ
3ͱԿ͔ ౷ܭֶͷͨΊʹಛԽͨ͠ϓϩάϥϜ ٴͼ։ൃڥ σʔλͷಡΈࠐΈ લॲཧ جૅूܭ
౷ܭղੳ ՄࢹԽ ͜ΕΒ͕؆୯ʹͰ͖ΔΑ͏ʹઃܭ
.&/6 3ͱԿ͔ 3Λ͏ͨΊͷڥઃఆ 3ͱ34UVEJPͷΠϯετʔϧ 3ͷػೳ֦ு 1BDLBHFͷऔΓࠐΈ 1BDLBHFͷݺͼग़͠ ֎෦σʔλͷ*NQVUํ๏
UBCMFܗࣜ ͦͷଞ ݁ՌͷPVUQVUํ๏ EBUBGSBNFܗࣜ
3Λ͏ͨΊͷڥઃఆ 3ຊମͷΠϯετʔϧ $3"/ $PNQSFIFOTJWF3"SDIJWF/FUXPSL ɾ$3"/ͱɿ ɹެࣜͷຊମٴͼύοέʔδ৴༻8FCαΠτ .BDڥͷ߹IPNFCSFXͰΠϯετʔϧՄ
3Λ͏ͨΊͷڥઃఆ ͓͢͢Ί*%& ౷߹։ൃڥ 34UVEJP 34UVEJP .BDڥͷ߹IPNFCSFXDBTLͰΠϯετʔϧՄ 34UVEJPͱɿ ͦͷ໊34UVEJP͕ࣾఏڙ͢Δ3ʹಛԽͨ͠ ։ൃϓϥοτϗʔϜ 3NBSLEPXO4IJOZɺ%8)ͱͷ࿈ܞ͕εϜʔε
ίʔσ ΟϯάதʹαδΣετิػೳ͕ॆ࣮
.&/6 3ͱԿ͔ 3Λ͏ͨΊͷڥઃఆ 3ͱ34UVEJPͷΠϯετʔϧ 3ͷػೳ֦ு 1BDLBHFͷऔΓࠐΈ 1BDLBHFͷݺͼग़͠ ֎෦σʔλͷ*NQVUํ๏
UBCMFܗࣜ ͦͷଞ ݁ՌͷPVUQVUํ๏ EBUBGSBNFܗࣜ
3ͷػೳ֦ு lQBDLBHFzΛՃ͢Δ͜ͱͰ؆୯ʹػೳ֦ு͕Ͱ͖Δ ੈքதͰ։ൃ͞Ε͍ͯͯศརͳख๏͕͙͑͢Δ σϞ࣮ߦͷͨΊͷαϯϓϧσʔλ͑Δ 3ެࣜͷQBDLBHFू $3"/
IUUQTDSBOJTNBDKQ HJUIVCʹެ։͞Ε͍ͯΔݸਓ࡞QBDLBHF ͪ͜ΒࣗݾͰ
QBDLBHFͷՃ QBDLBHFͷՃํ๏ 34UVEJPͷ1BDLBHFTλϒΛ͏ JOTUBMMQBDLBHFؔΛࣗͰॻ͘ ࠓճͷൣғ ɾΦϯϥΠϯͰ$3"/͔ΒΠϯετʔϧ ɹˎΦϑϥΠϯͰΠϯετʔϧ͢Δ߹Լهࢀর IUUQEBUBTDJFTPUJTUIBUFOBCMPHKQFOUSZ
ɾNJOJ$3"/ύοέʔδ͕ඞཁͳͷͰ࠷ॳΦϯϥΠϯͰ ҙ ɾґଘQBDLBHFΛҰॹʹΠϯετʔϧ͢Δ͜ͱ
QBDLBHFͷՃ QBDLBHFͷՃํ๏ 34UVEJPͷ1BDLBHFTλϒΛ͏ 3FQPTJUPSZ $3"/ ʹνΣοΫ Πϯετʔϧ͍ͨ͠QBDLBHF໊Λೖྗ
JOTUBMMΛԡ͢ νΣοΫΛ ֎͞ͳ͍͜ͱ
QBDLBHFͷՃ QBDLBHFͷՃํ๏ JOTUBMMQBDLBHFؔΛࣗͰॻ͘ ෳΠϯετʔϧ͢Δ࣌D ͰғΉ ґଘQBDLBHFͷ͏ͪ4VHHFTUT·ͰΠϯετʔϧ͢Δ࣌ lEFQFOEFODJTF536&zΛՃ
&YBNQMF JOTUBMMQBLDBHFT D lSFBESz lEBUBUBCMFz EFQFOEFODJFT536& ࢀর IUUQTTUBUTCJPQBQZSVTKQSCBTJDQBDLBHFIUNM
QBDLBHFͷݺͼग़͠ ͏࣌ʹlMJCSBSZ zPSlSFRVJSF zͰݺͼग़͢ MJCSBSZ EQMZS PSSFRVJSF EQMZS Կ͕ҧ͏͔ʁ
QBDLBHF͕Πϯετʔϧ͞Ε͍ͯͳ͔ͬͨ߹ͷ ڍಈ͕ҧ͏ɹ ɾMJCSBSZ QBDLHFͳ͍ΑͱΤϥʔग़ͯ͠ऴྃ ɾSFRVJSF QBDLBHF͕͋Δͱz536&zɺͳ͍ͱ l'"-4&zΛฦ͢ ࢀর IUUQTTUBDLPWFSqPXDPNRVFTUJPOT
JOTUBMM@GVODGVODUJPO 1BDL \ JG SFRVJSF 1BDL \ QSJOU QBTUF 1BDL
JTMPBEFEDPSSFDUMZz ^FMTF\ QSJOU QBTUF USZJOHUPJOTUBMM 1BDL JOTUBMMQBDLBHFT 1BDL JG SFRVJSF 1BDL \ QSJOU QBTUF 1BDL JOTUBMMFEBOEMPBEFE ^FMTF\ TUPQ QBTUF DPVMEOPUJOTUBMM 1BDL ^ ^ ^
.&/6 3ͱԿ͔ 3Λ͏ͨΊͷڥઃఆ 3ͱ34UVEJPͷΠϯετʔϧ 3ͷػೳ֦ு 1BDLBHFͷऔΓࠐΈ 1BDLBHFͷݺͼग़͠ ֎෦σʔλͷ*OQVUํ๏
UBCMFܗࣜ ͦͷଞ ݁ՌͷPVUQVUํ๏ EBUBGSBNFܗࣜ
֎෦σʔλͷJOQVUํ๏ UBCMFܗࣜͷ߹ɺํ๏ͭ CBTF͔ɺQBDLBHFͷzEBUBUBCMFzlSFBESz CBTF VUJMTSFBEUBCMF pMF@QBUI EBUBUBCMF EBUBUBCMFGSFBE
pMF@QBUI SFBES SFBESSFBES@EFMJN pMF@QBUI
֎෦σʔλͷJOQVUํ๏ ྑ͍ͱ͜Ζѱ͍ͱ͜Ζ VUJMTSFBEUBCMF ྑ͍ ɾ͙͑͢Δ ɾ΄΅શͯͷpMFܗࣜʹରͯ͠XSBQQFS͕͋Δ ѱ͍ ɾpMFܗࣜʹΑͬͯXSBQQFSΛࢦఆ͢Δ͔ҾΛ ͚ͭΔඞཁ͕͋Δ ɾσʔλྔ͕૿͑ΔͱಡΈࠐΈ͕͍
ɾΧϥϜ໊͕উखʹมΘΔ͜ͱ͕͋Δ
֎෦σʔλͷJOQVUํ๏ ྑ͍ͱ͜Ζѱ͍ͱ͜Ζ EBUBUBCMFGSFBE ྑ͍ ɾಡΈࠐΈ͕ૣ͍ େ͖͍ϑΝΠϧ΄Ͳݦஶ ɾࣗಈతʹpMFܗࣜʹ߹ΘͤͯಡΈࠐΉ ѱ͍ ɾzEBUBUBCMF'"-4&zͱ͍͏ࢦఆ͕ඞཁ
ɾ&3303͕ग़ͨ࣌ʹ༥௨͕ޮ͔ͳ͍
֎෦σʔλͷJOQVUํ๏ ྑ͍ͱ͜Ζѱ͍ͱ͜Ζ SFBESSFBES@EFMJN ྑ͍ ɾಡΈࠐΈ͕ૣ͍ ɾ΄΅શͯͷpMFܗࣜʹର͢ΔXSBQQFS͕͋Δ ɾΧϥϜ໊Λ΄΅ͦͷ··ಡΈࠐΉ ѱ͍ ɾpMFܗࣜʹΑͬͯXSBQQFSΛࢦఆ͢Δ͔ҾΛ ͚ͭΔඞཁ͕͋Δ
֎෦σʔλͷJOQVUํ๏ ͦͷଞͷܗࣜ บ͕ڧ͍ͷͰΦεεϝ͠·ͤΜʜ &YDFMσʔλ SFBEYMSFBE@FYDFM lpMF@QBUIz 4144σʔλ IBWFOSFBE@TQTT lpMF@QBUIz
4"4σʔλ IBWFOSFBE@TBT lpMF@QBUIz
.&/6 3ͱԿ͔ 3Λ͏ͨΊͷڥઃఆ 3ͱ34UVEJPͷΠϯετʔϧ 3ͷػೳ֦ு 1BDLBHFͷऔΓࠐΈ 1BDLBHFͷݺͼग़͠ ֎෦σʔλͷ*OQVUํ๏
UBCMFܗࣜ ͦͷଞ ݁ՌͷPVUQVUํ๏ EBUBGSBNFܗࣜ
݁ՌͷPVUQVUํ๏ UBCMFܗࣜͷ߹ VUJMTXSJUFUBCMF EBUB lpMF@QBUIz SPXOBNFT'"-4& ҙ ࢦఆ͠ͳ͍ͱΧϥϜ໊ͱҰॹʹྻ໊ग़ྗ͢Δ
ྻ໊ͷग़ྗΛ͠ͳ͍ࢦఆ͕zSPXOBNFT'"-4&z SFBESXSJUF@DTW EBUB lpMF@QBUIz
࠷ޙʹ 3QBDLBHFΛ͏·͑͘Γ͍ͨ͜ͱͷ΄ͱΜͲ Ͱ͖ΔΑ͏ʹͳ͍ͬͯ·͢ QBDLBHFͷ༗ແ͍ํʹࠔͬͨΒʜ IFMQ Λ͏ $3"/ͷެࣜQEGΛಡΉ
SXBLBMBOHʹ࣭͢Δ HPPHMFઌੜͷ͓ੈʹͳΔ
&/+0: