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
TokyoR76_BeginnersSession1.pdf
Search
Sponsored
·
Your Podcast. Everywhere. Effortlessly.
Share. Educate. Inspire. Entertain. You do you. We'll handle the rest.
→
yu_sekiya
March 02, 2019
Technology
430
0
Share
TokyoR76_BeginnersSession1.pdf
TokyoR#76の初心者セッション資料です。
yu_sekiya
March 02, 2019
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
53
TokyoR#119 bignners session2 Visualization
kotatyamtema
0
240
Shinyのすすめ - Introduction to shiny -
kotatyamtema
0
180
TokyoR116_BeginnersSession1_環境構築
kotatyamtema
0
250
TokyoR#114 shiny+DT超(ザックリ)入門
kotatyamtema
0
100
TokyoR#113 bignners session2 Visualization
kotatyamtema
0
130
TokyoR #112 Beginners' Session2 data handing
kotatyamtema
0
140
TokyoR #111 Beginners' Session1 data handing
kotatyamtema
0
99
TokyoR#95 bignners session2 Visualization
kotatyamtema
0
70
Other Decks in Technology
See All in Technology
FessのAI検索モード:検索システムとLLMへの取り組み
marevol
0
230
データ定義の混乱と戦う 〜 管理会計と財務会計 〜
wonohe
0
170
ServiceNow Knowledge 26 の歩き方
manarobot
0
330
GitHub Copilot Dev Days
tomokusaba
0
140
色を視る
yuzneri
0
320
需要創出(Chatwork)×供給(BPaaS) フライホイールとMoat 実行能力の最適配置とAI戦略
kubell_hr
0
1.9k
20260428_Product Management Summit_Loglass_JoeHirose
loglassjoe
4
6.7k
ボトムアップの改善の火を灯し続けろ!〜支援現場で学んだ、消えないための3つの打ち手〜 / 20260509 Kazuki Mori
shift_evolve
PRO
2
410
The 7 pitfalls of AI
ufried
0
180
世界の中心でApp Runnerを叫ぶ FINAL
tsukuboshi
0
220
Angular Architecture Revisited Modernizing Angular Architectural Patterns
rainerhahnekamp
0
120
AgentCore Managed Harness を使ってみよう
yakumo
2
310
Featured
See All Featured
Making Projects Easy
brettharned
120
6.6k
Hiding What from Whom? A Critical Review of the History of Programming languages for Music
tomoyanonymous
2
790
Designing Powerful Visuals for Engaging Learning
tmiket
1
360
Navigating the moral maze — ethical principles for Al-driven product design
skipperchong
2
350
DBのスキルで生き残る技術 - AI時代におけるテーブル設計の勘所
soudai
PRO
65
54k
Reality Check: Gamification 10 Years Later
codingconduct
0
2.1k
Raft: Consensus for Rubyists
vanstee
141
7.4k
Exploring the Power of Turbo Streams & Action Cable | RailsConf2023
kevinliebholz
37
6.4k
Money Talks: Using Revenue to Get Sh*t Done
nikkihalliwell
0
210
My Coaching Mixtape
mlcsv
0
110
How to Think Like a Performance Engineer
csswizardry
28
2.6k
Evolution of real-time – Irina Nazarova, EuRuKo, 2024
irinanazarova
9
1.3k
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: