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
TokyoR77_BeginnersSession2
Search
Sponsored
·
SiteGround - Reliable hosting with speed, security, and support you can count on.
→
yu_sekiya
April 13, 2019
Programming
360
0
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
TokyoR77_BeginnersSession2
TokyoR#77の初心者セッションの資料です。
yu_sekiya
April 13, 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
61
TokyoR#119 bignners session2 Visualization
kotatyamtema
0
250
Shinyのすすめ - Introduction to shiny -
kotatyamtema
0
180
TokyoR116_BeginnersSession1_環境構築
kotatyamtema
0
280
TokyoR#114 shiny+DT超(ザックリ)入門
kotatyamtema
0
110
TokyoR#113 bignners session2 Visualization
kotatyamtema
0
140
TokyoR #112 Beginners' Session2 data handing
kotatyamtema
0
150
TokyoR #111 Beginners' Session1 data handing
kotatyamtema
0
110
TokyoR#95 bignners session2 Visualization
kotatyamtema
0
75
Other Decks in Programming
See All in Programming
【デモ】Kiroで体験する仕様駆動開発|設計からコーディングまでAIと進める開発フロー
cmkudo
0
390
freee が目指す データ マネジメント戦略 AI-Ready 時代を支える 攻めのガバナンスとは
freee
PRO
0
490
承認済みなのに差戻しできてしまうバグ、型で潰せます
shinchit
0
110
GDG Korea Android: 2026 I/O Extended ~ What's new in Android development tools
pluu
0
240
使いながら育てる Claude Code — 開発フローの1コマンド化 × 繰り返し指摘の自動仕組み化
shiki_kakaku
1
2k
生成AIで帳票OCRが「簡単に」作れる時代になった?
kon_shou
0
1.2k
30年振りにコンパイラの定数整数除算を改善した
herumi
9
4.2k
Android CLI
fornewid
0
240
そこに3びきプロダクトがいるじゃろう——生成AI時代における“価値が届かない理由”の構造
kosuket
0
580
言葉の格闘技のススメ~紙とペンと言葉から始める、キャリアの描き方~
progresscicada
2
180
FastAPI の並行処理モデルを完全に理解する
hoto17296
8
3k
「人を評価する AI」の設計と実装
ryoyanara
0
240
Featured
See All Featured
Leveraging Curiosity to Care for An Aging Population
cassininazir
1
470
The AI Search Optimization Roadmap by Aleyda Solis
aleyda
1
6.1k
Highjacked: Video Game Concept Design
rkendrick25
PRO
1
440
Mozcon NYC 2025: Stop Losing SEO Traffic
samtorres
1
500
Speed Design
sergeychernyshev
33
2k
Lightning talk: Run Django tests with GitHub Actions
sabderemane
0
240
Navigating the Design Leadership Dip - Product Design Week Design Leaders+ Conference 2024
apolaine
2
400
Why Your Marketing Sucks and What You Can Do About It - Sophie Logan
marketingsoph
0
390
Utilizing Notion as your number one productivity tool
mfonobong
4
550
sira's awesome portfolio website redesign presentation
elsirapls
0
340
The Invisible Side of Design
smashingmag
301
52k
Exploring the relationship between traditional SERPs and Gen AI search
raygrieselhuber
PRO
2
4.2k
Transcript
ॳ৺ऀηογϣϯ 3ϓϩάϥϛϯάجຊͷΩ 5PLZP3 !LPUBUZBNUFNB
ࣗݾհ 5XJUUFS*%!LPUBUZBNUFNB େֶͰͷઐߦಈੜଶֶ ཱҊdั֫d࣮ݧdੳ·ͰϫϯΦϖ ɹɹจͷҾ༻จݙʹఱߖตԼͷจΛ͍·ͨ͠ ࠓ·Ͱ٬ઌ΅ͬͪੳˠΞύϨϧ௨ൢձࣾ ݱࡏ݄·Ͱϓʔ 3ྺա͔͗ͨʁ ۙگస৬ઌܾ·Γ·ͨ͠ʂ ɹɹࠓճΛ࠷ޙʹͰ͖ΔΑ͏ʹؤுΓ·͢ɹ
ࠓճͷλʔήοτ 3Λ͍࢝Ί͍͕ͨࠓ·ͰίʔυೖྗΛ͏ ϓϩάϥϛϯάΛͨ͜͠ͱ͕ͳ͍ 3Λ͍࢝Ί͚ͨΕͲΞυϗοΫɺϕλॻ͖ ͔Βൈ͚ΒΕͳ͍
ϓϩάϥϛϯάͱ ίϯϐϡʔλͷϓϩάϥϛϯάʢӳQSPHSBNNJOHʣ ͱɺίϯϐϡʔλϓϩάϥϜΛ࡞͢Δ͜ͱʹΑΓɺ ਓؒͷҙਤͨ͠ॲཧΛߦ͏Α͏ʹίϯϐϡʔλʹࢦࣔ Λ༩͑ΔߦҝͰ͋Δɻ 8JLJQFEJB IUUQTKBXJLJQFEJBPSHXJLJϓϩάϥϛϯά@ ίϯϐϡʔλ 3ݴޠ౷ܭॲཧʹಛԽͨ͠
ϓϩάϥϛϯάݴޠͷҰͭ
ϓϩάϥϛϯάͷجຊͱ ͲͷΑ͏ʹରΛೝ͍ࣝͯ͠Δͷ͔Δ 3͕σʔλΛͲͷΑ͏ʹࣝผ͍ͯ͠Δͷ͔ ͲͷΑ͏ͳݴ༿͕͋Δͷ͔Δ ࠓճର֎ ԋࢉࢠͱίϚϯυ
͍ճ͢͜ͱ͕Ͱ͖ΔΑ͏ʹॻ͘ ܁Γฦ͠ॲཧͱ݅ذ ͻͱմΓͰ͏ॲཧͻͱմΓʹ͢Δ ؔԽ
త 3Λͬͯ ϓϩάϥϛϯάͷجຊ࡞ۀΛ Ұ௨ΓோΊͯΈΔ ܁Γฦ͠ͱ݅ذΛͬͯ ൚༻తͳॲཧΛͤͯ͞ΈΔ
.&/6 σʔλܕͱσʔλߏ σʔλܕɿܕɺจࣈܕɺϑΝΫλʔܕ σʔλߏɿϕΫτϧɺσʔλϑϨʔϜɺϦετ ೖͱݺͼग़͠ ೖͱॱ൪ ݅ذ
JGจ JGFMTFจ ܁Γฦ͠ॲཧ GPSจͱXIJMFจ ࣮ફ ࣗ༻ͷؔΛ࡞Ζ͏ ൃల ܁Γฦ͠ͰෳͷਤΛඳ͜͏
.&/6 σʔλܕͱσʔλߏ σʔλܕɿܕɺจࣈܕɺϑΝΫλʔܕ σʔλߏɿϕΫτϧɺσʔλϑϨʔϜɺϦετ ೖͱݺͼग़͠ ೖͱॱ൪ ݅ذ
JGจ JGFMTFจ ܁Γฦ͠ॲཧ GPSจͱXIJMFจ ࣮ફ ࣗ༻ͷؔΛ࡞Ζ͏ ൃల ܁Γฦ͠ͰෳͷਤΛඳ͜͏
σʔλܕͱσʔλߏ σʔλܕͱ3͕۠ผ͍ͯ͠Δσʔλͷѻ͍ 3ͰେࡶʹҎԼͷͭͷ۠ ܕ OVNFSJDɿ࢛ଇԋࢉ͕Ͱ͖େখ͕ؔ͋Δ จࣈܕ DIBSBDUFSɿzzͰғΜͰදݱ Ҽࢠ ϑΝΫλʔ ܕ
GBDUPSɿจࣈͷཪʹॱং͕ఆٛͯ͋͠Δͷ ͦΕͧΕzJT zͰ֬ೝɺzBT zͰม
σʔλܕͱσʔλߏ σʔλߏͱ 3ͰେࡶʹҎԼͷͭͷ۠ ϕΫτϧܕ ಉ͡σʔλܕΛ·ͱΊͨߦ͚ͩͷσʔλྻ σʔλϑϨʔϜܕ ҟͳΔσʔλܕͷϕΫτϧΛςʔϒϧߏͰ֨ೲ Ϧετܕ େ͖͞ܕҟͳΔσʔλΛ֨ೲ
.&/6 σʔλܕͱσʔλߏ σʔλܕɿܕɺจࣈܕɺϑΝΫλʔܕ σʔλߏɿϕΫτϧɺσʔλϑϨʔϜɺϦετ ೖͱݺͼग़͠ ೖͱॱ൪ ݅ذ
JGจ JGFMTFจ ܁Γฦ͠ॲཧ GPSจͱXIJMFจ ࣮ફ ࣗ༻ͷؔΛ࡞Ζ͏ ൃల ܁Γฦ͠ͰෳͷਤΛඳ͜͏
ೖͱݺͼग़͠ ೖͱ໊લΛ͚ͭͯอଘ͓ͯ͘͜͠ͱ ೖઌͷ໊લଞͱඃΒͳ͍Α͏ʹ͢Δ ্ॻ͖ͯ͠Ҏલͷ༰Λফͯ͠͠·͏ͨΊ JSJTσʔλΛ*SJT%BUBʹೖ *SJT%BUBJSJT ͔Β·ͰͷϕΫτϧΛ3PX/VNʹೖ 3PX/VN ͔Β·ͰͷϕΫτϧΛ$PM/VNʹೖ $PM/VN
ೖͱݺͼग़͠ ೖͨ͠σʔλΛݺͼग़͢ ϕΫτϧܕσʔλͷݺͼग़͠ 3PX/VNͷ൪ͷΛදࣔ 3PX/VN<> <> 3PX/VNͷ൪ͷΛදࣔ 3PX/VN<> <>
ೖͱݺͼग़͠ ೖͨ͠σʔλΛݺͼग़͢ *SJT%BUBͷઌ಄ߦΛදࣔ IFBE *SJT%BUB 4FQBM-FOHUI4FQBM8JEUI1FUBM-FOHUI1FUBM8JEUI4QFDJFT TFUPTB TFUPTB
TFUPTB TFUPTB TFUPTB TFUPTB *SJT%BUBͷߦྻͷΛݺͼग़͠ *SJT%BUB< > <>
ೖͱݺͼग़͠ ೖͨ͠σʔλΛݺͼग़͢ *SJT%BUBͷઌ಄ߦΛදࣔ IFBE *SJT%BUB 4FQBM-FOHUI4FQBM8JEUI1FUBM-FOHUI1FUBM8JEUI4QFDJFT TFUPTB TFUPTB
TFUPTB TFUPTB TFUPTB TFUPTB σʔλϑϨʔϜͰͷྻͷݺͼग़͠ 4FQBM-FOHUIͷྻͷઌ಄ߦΛݺͼग़͢ IFBE *SJT%BUB4FQBM-FOHUI <>
.&/6 σʔλܕͱσʔλߏ σʔλܕɿܕɺจࣈܕɺϑΝΫλʔܕ σʔλߏɿϕΫτϧɺσʔλϑϨʔϜɺϦετ ೖͱݺͼग़͠ ೖͱॱ൪ ݅ذ
JGจ JGFMTFจ ܁Γฦ͠ॲཧ GPSจͱXIJMFจ ࣮ફ ࣗ༻ͷؔΛ࡞Ζ͏ ൃల ܁Γฦ͠ͰෳͷਤΛඳ͜͏
݅ذ ࢦఆͨ݅͠Λຬ͔ͨͨ͠Ͳ͏͔Αͬͯ ҟͳΔॲཧΛͤ͞Δ JG ݅ \ ݅Λຬͨͨ࣌͠ʹ࣮ߦ͢Δॲཧ ^FMTF\ ݅Λຬ͍ͨͯ͠ͳ͍࣌ʹ࣮ߦ͢Δॲཧ ^
JGFMTF ݅ ݅Λຬͨͨ࣌͠ʹ࣮ߦ͢Δॲཧ ݅Λຬ͍ͨͯ͠ͳ͍࣌ʹ࣮ߦ͢Δॲཧ
݅ذ ݅حͷ࣌Λ͔͚ͦΕҎ֎ͦͷ··දࣔ͢Δ ॻ͖ํ JG 9 \ 99ΛͰׂͬͨ༨ΓΛܭࢉ 99ΛͰׂͬͨ༨Γ͕Ͱͳ͍ ح
DBU 9 DBU Λදࣔͤ͞Δ ^FMTF\ DBU 9 ^ ॻ͖ํ JGFMTF 9 9 9
݅ذ ݅حͷ࣌Λ͔͚ͦΕҎ֎ͦͷ··දࣔ͢Δ حͷ࣌ 9$PM/VN<> 9 JG 9 \ DBU 9
^FMTF\ DBU 9 ^ JGFMTF 9 9 9 <>
݅ذ ݅حͷ࣌Λ͔͚ͦΕҎ֎ͦͷ··දࣔ͢Δ ۮͷ࣌ 9$PM/VN<> 9 JG 9 \ DBU 9
^FMTF\ DBU 9 ^ JGFMTF 9 9 9 <>
.&/6 σʔλܕͱσʔλߏ σʔλܕɿܕɺจࣈܕɺϑΝΫλʔܕ σʔλߏɿϕΫτϧɺσʔλϑϨʔϜɺϦετ ೖͱݺͼग़͠ ೖͱॱ൪ ݅ذ
JGจ JGFMTFจ ܁Γฦ͠ॲཧ GPSจͱXIJMFจ ࣮ફ ࣗ༻ͷؔΛ࡞Ζ͏ ൃల ܁Γฦ͠ͰෳͷਤΛඳ͜͏
܁Γฦ͠ॲཧ GPSจࢦఆͨ͠σʔλू߹܁Γฦͯ͠ॲཧΛߦ͏ GPS มJOࢦఆ͍ͨ͠σʔλू߹ \ ࣮ߦ͍ͨ͠ॲཧ ^ XIJMFจࢦఆͨ݅͠·Ͱ܁Γฦͯ͠ॲཧΛߦ͏ XIJMF ݅
\ ࣮ߦ͍ͨ͠ॲཧ ^
܁Γฦ͠ॲཧ GPSจʹΑΔ܁Γฦ͠ॲཧ ϕΫτϧͷ͚ͩ݅͞ذͷॲཧΛ܁Γฦ͢ GPS JJOMFOHUI 9 \ J͕Կ൪Λࣔ͢ม MFOHUI 9
͔ΒϕΫτϧ9ͷ͞ͷϕΫτϧ JG 9<J> \ DBU 9<J> ^FMTF\ DBU 9<J> ^ 9<J>ϕΫτϧ9ͷJ൪ͷ ^
܁Γฦ͠ॲཧ GPSจʹΑΔ܁Γฦ͠ॲཧ 9Λ$PM/VNͰ࣮ࢪ GPS JJOMFOHUI $PM/VN \ JG $PM/VN<J> \
DBU $PM/VN<J> ^FMTF\ DBU $PM/VN<J> ^ Մಡੑ6QͷͨΊۭനΛՃ ^
܁Γฦ͠ॲཧ XIJMFจʹΑΔ܁Γฦ͠ॲཧ ݁Ռͷ߹ܭ͕Ҏ্ʹͳΔ·Ͱ݅ذͷॲཧΛ܁Γฦ͢ 9$PM/VN<> SFTJGFMTF 9 9 9
XIJMF SFT \ SFTJGFMTF SFT SFT SFT SFTSFT SFT DBU SFT ^
.&/6 σʔλܕͱσʔλߏ σʔλܕɿܕɺจࣈܕɺϑΝΫλʔܕ σʔλߏɿϕΫτϧɺσʔλϑϨʔϜɺϦετ ೖͱݺͼग़͠ ೖͱॱ൪ ݅ذ
JGจ JGFMTFจ ܁Γฦ͠ॲཧ GPSจͱXIJMFจ ࣮ફ ࣗ༻ͷؔΛ࡞Ζ͏ ൃల ܁Γฦ͠ͰෳͷਤΛඳ͜͏
࣮ફࣗ༻ͷؔΛ࡞Ζ͏ ܁Γฦ͠͏൚༻తͳॲཧؔʹ͢Δ ໊ؔGVODUJPO Ҿ \ ؔʹ͍ͨ͠ॲཧ SFUVSO ͍ͨ݁͠Ռ ^
໊ؔʹGVODUJPOؔͰ࡞ͨؔ͠Λೖ
࣮ફࣗ༻ͷؔΛ࡞Ζ͏ ࣗ༻ͷؔΛ࡞Ζ͏ حΛผͯ͠Λ͔͚Δ݅ذΛؔʹ͢Δ GVOD.VMUJQMZ0EE/VNGVODUJPO 9 \ Ҿ9ͷॳظΛࢦఆ͓ͯ͘͠ SFTJG 9 \
DBU 9 ^FMTF\ DBU 9 ^ ͋ͱͰSFUVSOͰ݁ՌΛݺͼग़͢μϝʹSFTʹ݁ՌΛೖ SFUVSO SFT ^
.&/6 σʔλܕͱσʔλߏ σʔλܕɿܕɺจࣈܕɺϑΝΫλʔܕ σʔλߏɿϕΫτϧɺσʔλϑϨʔϜɺϦετ ೖͱݺͼग़͠ ೖͱॱ൪ ݅ذ
JGจ JGFMTFจ ܁Γฦ͠ॲཧ GPSจͱXIJMFจ ࣮ફ ࣗ༻ͷؔΛ࡞Ζ͏ ൃల ܁Γฦ͠ͰෳͷਤΛඳ͜͏
ൃల܁Γฦ͠ͰෳͷਤΛඳ͜͏ ܁Γฦ͠ॲཧΛͬͯ*SJTͷछ͝ͱͷࢄਤΛඳ͘ ࠓճͷॲཧ௨ৗޮతʹඳ͘ͳΒ ܁Γฦ͠ॲཧͰඳ͔ͳ͍༰ ܁Γฦ͠ॲཧͷ࿅श༻ ͑ίʔυ͔Βͳͥͦ͏ͳΔͷ͔ɺͬͱΑ͘ ͢ΔͨΊʹͲ͏ͨ͠Βྑ͍͔ߟ͑Δࡐྉఏڙ
ൃల܁Γฦ͠ͰෳͷਤΛඳ͜͏ JSJTͷछྨ͝ͱʹࢄਤΛඳ͘ ४උ JSJTͷछྨͷநग़ DMBTT*SJT-JTUVOJRVF *SJT%BUB4QFDJFT VOJRVF ॏෳͷͳ͍σʔλΛநग़ GPS
JJOMFOHUI DMBTT*SJT-JTU \ EBU*SJT%BUB<*SJT%BUB4QFDJFTDMBTT*SJT-JTU<J> > 4QFDJFT͕DMBTT*SJT-JTU<J>ͱಉ͡ߦ͚ͩநग़ QMPU YEBU4FQBM-FOHUI ZEBU4FQBM8JEUI NBJODMBTT*SJT-JTU<J> YMBC4FQBM-FOHUI ZMBC4FQBM8JEUI Y͕࣠4FQBM-FOHUIɺZ͕࣠4FQBM8JEUIͷࢄਤΛඳ͘ λΠτϧ͕छ໊ɺY͕࣠4FQBM-FOHUIɺZ͕࣠4FQBM8JEUI ͷදهʹͳΔΑ͏ʹௐ ^
ࢀরαΠτ 35JQT IUUQDTFOBSPBGGSDHPKQUBLF[BXBSUJQTSIUNM 3ͰϓϩάϥϛϯάɿσʔλͷҰׅॲཧͱάϥϑඳ͖ IUUQUBLFOBLBBLJPPSHEPDS@BVUPJOEFYIUNM 3KQ8JLJ IUUQXXXPLBEBKQPSH38JLJ CJPTUBUJTUJDT IUUQTTUBUTCJPQBQZSVTKQ
&/+0: