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
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
46
TokyoR#119 bignners session2 Visualization
kotatyamtema
0
220
Shinyのすすめ - Introduction to shiny -
kotatyamtema
0
170
TokyoR116_BeginnersSession1_環境構築
kotatyamtema
0
250
TokyoR#114 shiny+DT超(ザックリ)入門
kotatyamtema
0
99
TokyoR#113 bignners session2 Visualization
kotatyamtema
0
130
TokyoR #112 Beginners' Session2 data handing
kotatyamtema
0
130
TokyoR #111 Beginners' Session1 data handing
kotatyamtema
0
94
TokyoR#95 bignners session2 Visualization
kotatyamtema
0
68
Other Decks in Technology
See All in Technology
Change Calendarで今はOK?を仕組みにする
tommy0124
1
120
Bill One 開発エンジニア 紹介資料
sansan33
PRO
5
18k
Phase10_組織浸透_データ活用
overflowinc
0
1.8k
データマネジメント戦略Night - 4社のリアルを語る会
ktatsuya
1
410
JEDAI認定プログラム JEDAI Order 2026 受賞者一覧 / JEDAI Order 2026 Winners
databricksjapan
0
380
Phase04_ターミナル基礎
overflowinc
0
2.6k
Why we keep our community?
kawaguti
PRO
0
300
Bref でサービスを運用している話
sgash708
0
200
Phase05_ClaudeCode入門
overflowinc
0
2.4k
GitHub Copilot CLI で Azure Portal to Bicep
tsubakimoto_s
0
270
Astro Islandsの 内部実装を 「日本で一番わかりやすく」 ざっくり解説!
knj
0
290
TUNA Camp 2026 京都Stage ヒューリスティックアルゴリズム入門
terryu16
0
560
Featured
See All Featured
Navigating the moral maze — ethical principles for Al-driven product design
skipperchong
2
310
More Than Pixels: Becoming A User Experience Designer
marktimemedia
3
360
Designing Powerful Visuals for Engaging Learning
tmiket
0
300
KATA
mclloyd
PRO
35
15k
How to Create Impact in a Changing Tech Landscape [PerfNow 2023]
tammyeverts
55
3.3k
jQuery: Nuts, Bolts and Bling
dougneiner
66
8.4k
The SEO identity crisis: Don't let AI make you average
varn
0
420
Facilitating Awesome Meetings
lara
57
6.8k
How Software Deployment tools have changed in the past 20 years
geshan
0
33k
Max Prin - Stacking Signals: How International SEO Comes Together (And Falls Apart)
techseoconnect
PRO
0
130
Building Experiences: Design Systems, User Experience, and Full Site Editing
marktimemedia
0
460
Jess Joyce - The Pitfalls of Following Frameworks
techseoconnect
PRO
1
120
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: