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
Introduction of Deep Learning for Rubyist
Search
tanaken0515
November 30, 2019
Programming
2
2.4k
Introduction of Deep Learning for Rubyist
tanaken0515
November 30, 2019
Tweet
Share
More Decks by tanaken0515
See All by tanaken0515
Lightning Talks | Kaigi on Rails _2022_ new
tanaken0515
1
4.1k
Organization for Pepabo Customer Engineers
tanaken0515
0
380
Proud of SUZURI CRE Team
tanaken0515
0
1.8k
CRE as PEPABO
tanaken0515
0
870
図解:「ソフトウェアの仕様、挙動、バグ、利用者の期待」
tanaken0515
2
500
Retrospective of SUZURI CRE 1st year
tanaken0515
0
1.8k
Creator Mind of SUZURI
tanaken0515
2
1.3k
Rails Girls Tokyo 13th Sponsor Lightning Talk
tanaken0515
0
320
Other Decks in Programming
See All in Programming
ミリしらMCP勉強会
watany
4
740
生成AIを使ったQAアプリケーションの作成 - ハンズオン補足資料
oracle4engineer
PRO
3
190
The Weight of Data: Rethinking Cloud-Native Systems for the Age of AI
hollycummins
0
270
Kubernetesで実現できるPlatform Engineering の現在地
nwiizo
3
1.9k
サービスクラスのありがたみを発見したときの思い出 #phpcon_odawara
77web
4
630
Ruby's Line Breaks
yui_knk
2
470
アプリを起動せずにアプリを開発して品質と生産性を上げる
ishkawa
0
2.6k
Day0 初心者向けワークショップ実践!ソフトウェアテストの第一歩
satohiroyuki
0
830
Going Structural with Named Tuples
bishabosha
0
200
List とは何か? / PHPerKaigi 2025
meihei3
0
690
Vibe Codingをせずに Clineを使っている
watany
17
6k
SQL Server ベクトル検索
odashinsuke
0
160
Featured
See All Featured
Building a Modern Day E-commerce SEO Strategy
aleyda
40
7.2k
Producing Creativity
orderedlist
PRO
344
40k
Sharpening the Axe: The Primacy of Toolmaking
bcantrill
41
2.2k
Templates, Plugins, & Blocks: Oh My! Creating the theme that thinks of everything
marktimemedia
30
2.3k
How STYLIGHT went responsive
nonsquared
99
5.5k
Faster Mobile Websites
deanohume
306
31k
Done Done
chrislema
183
16k
How To Stay Up To Date on Web Technology
chriscoyier
790
250k
Thoughts on Productivity
jonyablonski
69
4.6k
Code Review Best Practice
trishagee
67
18k
The Power of CSS Pseudo Elements
geoffreycrofte
75
5.7k
Rails Girls Zürich Keynote
gr2m
94
13k
Transcript
ʮ3VCZJTUͷͨΊͷ%FFQ-FBSOJOHೖʯฤ ాத݈ଠ(.01FQBCP *OD ࣛࣇౡ3VCZձٞ ͔ͬ͝·หͷ%FFQ-FBSOJOHΛ 3VCZͰ͖ͬ
ࣛࣇౡ3VCZձٞӡӦҕһ (.0ϖύϘגࣜձࣾ46;63*ࣄۀ෦ΤϯδχΞ ాத݈ଠ!UBOBLFO
ࣛࣇౡหͷػց༁Λ 3VCZͰΓ͍ͨ
ػց༁ͷΞϓϩʔν ϧʔϧϕʔεػց༁ 3VMF#BTFE.BDIJOF5SBOTMBUJPO ౷ܭతػց༁ 4UBUJTUJDBM#BTF.BDIJOF5SBOTMBUJPO χϡʔϥϧػց༁ /FVSBM.BDIJOF5SBOTMBUJPO (PPHMF༁ʹΘΕ͍ͯΔχϡʔϥϧػց༁ΛͬͯΈ͍ͨ
(PPHMF`T/FVSBM.BDIJOF5SBOTMBUJPO4ZTUFN#SJEHJOHUIF(BQCFUXFFO)VNBOBOE.BDIJOF5SBOTMBUJPO
dࣛࣇౡห༁ͷಓd 3VCZJTUͷͨΊͷ%FFQ-FBSOJOHೖ χϡʔϥϧػց༁ೖʙຊޠΛӳޠʹ༁͢Δʙ ࣛࣇౡห༁ʙํݴ༁ͷΞϓϩʔνʙ
dࣛࣇౡห༁ͷಓd 3VCZJTUͷͨΊͷ%FFQ-FBSOJOHೖ χϡʔϥϧػց༁ೖʙຊޠΛӳޠʹ༁͢Δʙ ࣛࣇౡห༁ʙํݴ༁ͷΞϓϩʔνʙ ࠓओʹ͜Εʹ͍ͭͯ͠·͢
dࣛࣇౡห༁ͷಓd 3VCZJTUͷͨΊͷ%FFQ-FBSOJOHೖ χϡʔϥϧػց༁ೖʙຊޠΛӳޠʹ༁͢Δʙ ࣛࣇౡห༁ʙํݴ༁ͷΞϓϩʔνʙ ͜ΕΒʹ͍ͭͯগ͚ͩ͠͠·͢
ࠓճͷΰʔϧ #FGPSF !ʮ%FFQ-FBSOJOHͬͨ͜ͱͳ͍ͳ͊ʯ ʮΔͱͯ͠1ZUIPO͡Όͳ͍ʁʯ "GUFS #ʮ3VCZͰ%FFQ-FBSOJOHΓ͍ͨʂʯ
͘͡ 3VCZͰ%FFQ-FBSOJOHΛΔʹʁ ۩ମతʹͲ͏࣮͢Δͷʁ %FFQ-FBSOJOHΛֶͿʹʁ
3VCZͰ %FFQ-FBSOJOHΛΔʹʁ
1ZUIPOͷ߹ ϑϨʔϜϫʔΫ $IBJOFS 5FOTPS'MPX .9/FU ܭࢉɺߦྻܭࢉ /VN1Z $V1Z IUUQTTQFBLFSEFDLDPNTPOPUTSFEDIBJOFS BOEDVNPQSBDUJDBMEFFQMFBSOJOHJOSVCZBU
SVCZLBJHJ TMJEF
3VCZͷ߹ ϑϨʔϜϫʔΫ 3FE$IBJOFS 5FOTPS'MPXSC .9/FUSC NFOPISVCZ ܭࢉɺߦྻܭࢉ /VNP/"SSBZ $VNP IUUQTTQFBLFSEFDLDPNTPOPUTSFEDIBJOFS
BOEDVNPQSBDUJDBMEFFQMFBSOJOHJOSVCZBU SVCZLBJHJ TMJEF
3VCZͰ%FFQ-FBSOJOH 3VCZ༻ͷϑϨʔϜϫʔΫ͕͋Δʂ ͋Δ͍ɺ1Z$BMMͱ͍͏SVCZHFNΛͬͯ 3VCZ͔Β1ZUIPOͷϥΠϒϥϦΛ͏͜ͱՄೳ
ͳΔ΄ͲͶ Ͱɺ۩ମతʹͲ͏࣮͢Δͷʁ
3FE$IBJOFS 1ZUIPOͷ$IBJOFSΛ3VCZͰҠ২ͨ͠ͷ 3VCZ༻ͷχϡʔϥϧωοτϫʔΫͷϑϨʔϜϫʔΫ 3VCZ,BJHJͷొஃ༰ʹ 3FE$IBJOFSBOE$VNP1SBDUJDBM%FFQ-FBSOJOHJO3VCZBU3VCZ,BJHJ4QFBLFS%FDL 3VCZGPS/-13VCZ,BJHJ %FFQ-FBSOJOH1SPHSBNNJOHPO3VCZ4QFBLFS%FDL
ྫΞϠϝ *SJT ͷछΛྨ͢Δ *SJT%BUB4FUϨίʔυ छYϨίʔυ ͕͘ยͷ͞ ͕͘ยͷ෯ ՖͼΒͷ͞ ՖͼΒͷ෯ ΞϠϝͷछ
*SJT4FUPTB *SJT7FSTJDPMPVS *SJT7JSHJOJDB σʔλΛֶशͯ͠छΛਪ͢Δ *OQVU͕͘หͷ͞ɾ෯ɺՖͼΒͷ͞ɾ෯ 0VUQVUछ
ਪͱֶश
ਪͷΠϝʔδ ԿΒ͔ͷॲཧ ೖྗ
ग़ྗ ֤छʹ ଐ͢Δ֬
.-1.VMUJMBZFS1FSDFQUSPO
.-1.VMUJMBZFS1FSDFQUSPO தؒ ·ͨɺӅΕ
.-1.VMUJMBZFS1FSDFQUSPO ઢܗม -
ߦ/ྻ ઢܗม - /ߦ/ྻ ઢܗม - /ߦྻ ઢܗมΛܦͯग़ྗ͢Δ /ӅΕͷϊʔυ
.-1.VMUJMBZFS1FSDFQUSPO தؒͰ ඇઢܗมߦͳ͏
ඇઢܗม 3F-V ඇઢܗม 3F-V
<࣮>3FE$IBJOFSͰ.-1 ֤Ͱߦ͏มΛఆٛ ࠓճͭͷઢܗม ೖྗY͕༩͑ΒΕͨ࣌ͷਪॲཧ ઢܗ ඇઢܗͷมΛ܁Γฦ͢
ਪ͜͜·Ͱɹଓֶ͍ͯश
ֶशͷΠϝʔδ ೖྗ ਪͱਖ਼ղΛൺͯΈΔͱʜʁ
ग़ྗ
ֶशͷΠϝʔδ ೖྗ ग़ྗ
ਖ਼ղ ਪͱਖ਼ղΛൺͯΈΔͱʜʁ
ֶशͷΠϝʔδ ೖྗ ग़ྗ
ਖ਼ղ ޡ͕ࠩ͋Δ ਪͱਖ਼ղΛൺͯΈΔͱʜʁ
ֶशͷΠϝʔδ ೖྗ ઢܗม - ߦ/ྻ ઢܗม
- /ߦ/ྻ ઢܗม - /ߦྻ ग़ྗ ਖ਼ղ
ֶशͷΠϝʔδ ೖྗ ઢܗม - ߦ/ྻ ઢܗม
- /ߦ/ྻ ઢܗม - /ߦྻ ग़ྗ ਖ਼ղ ޡ͕ࠩখ͘͞ͳΔΑ͏ʹ ઢܗมͷॏΈΛ ߋ৽͢Δ ֶश
ʮޡ͕ࠩখ͘͞ͳΔΑ͏ʹʯͱʁ ޡࠩΛଛࣦؔ -PTT ͱͯ͠ఆٛ͢Δ ͦΕͧΕͷॏΈύϥϝʔλ 8 ʹؔͯ͠ɺଛࣦؔͷޯΛٻΊΔ ޯ㲈͖ภඍͰٻΊΔ͜ͱ͕Ͱ͖Δ ॏΈύϥϝʔλΛޯͷٯํʹߋ৽͢Δޯ߱Լ๏ ྫ
֬తޯ߱Լ๏ 4%(4UPDIBTUJD(SBEJFOU%FTDFOU
ֶशΛ3FE$IBJOFSͰͬͯΈΔ
<࣮>σʔληοτͷ४උͱׂ ݸͷσʔλ <<Y Y Y Y> Z> <<Y Y Y
Y> Z> ʜ ֶश༻ ݕূ༻ ςετ༻ ֶश༻ͷσʔλΛ σʔλֶͣͭश͢Δ
<࣮>ਪͱֶशͷϩδοΫࢦఆ ਪ༻ͷωοτϫʔΫΛ࡞Δ ࠓճ.-1Λ͏
<࣮>ਪͱֶशͷϩδοΫࢦఆ ྨ༻ͷϥούʔ ࢦఆ͞ΕͨଛࣦؔΛͬͯଛࣦΛฦ͢Α͏ʹQSFEJDUPSΛϥοϓ͢Δ ະࢦఆͷ߹ަࠩΤϯτϩϐʔޡࠩ
<࣮>ਪͱֶशͷϩδοΫࢦఆ ॏΈΛߋ৽ ֶश ͢ΔϩδοΫΛࢦఆ PQUJNJ[FSʹج͍ͮͯɺֶश༻σʔλ ΠςϨʔλ Ͱ ਪଛࣦͷࢉग़ॏΈͷߋ৽ΛΔPCKFDU
<࣮>ֶशͷ࣮ߦ VQEBUFSʹΑΔֶशΛ TUPQ@USJHHFS·Ͱ܁Γฦ͢ ࠓճFQPDI ੈ
ֶशͷ༷ࢠ ଛࣦ͕ݮ͍͖ͬͯɺ ਖ਼ղ্͕͕͍ͬͯ͘
ֶशͷ༷ࢠ ݕূ༻σʔλ Ͱ ࣅͨ݁Ռͱͳͬͨ
ֶशͨ͠ޙ
<࣮>εφοϓγϣοτΛͬͨਪ ֶश࣌ͱಉ͡ߏͷωοτϫʔΫʹ εφοϓγϣοτΛ-PBE͢Δ ςετ༻σʔλͷਪ݁ՌΛ ਖ਼ղͱൺֱ͢Δ
ਪ݁Ռ ਖ਼ղ ෆਖ਼ղ݅
Θ͔͖ͬͯͨʂ ͬͱֶͿʹʁ
$IBJOFS5VUPSJBM͕Φεεϝ ४උฤ ͡Ίʹ 1ZUIPOೖ ػցֶशʹΘΕΔֶ ඍͷجૅ ઢܗͷجૅ ֬ɾ౷ܭͷجૅ ػցֶशͱσʔλੳೖ ୯ճؼੳͱॏճؼੳ
/VN1Zೖ TDJLJUMFBSOೖ $V1Zೖ 1BOEBTೖ .BUQMPUMJCೖ σΟʔϓϥʔχϯάೖ χϡʔϥϧωοτϫʔΫ ͷجૅ $IBJOFSͷجૅ $IBJOFSͷԠ༻ τϨʔφͱ ΤΫεςϯγϣϯ ແྉͰχϡʔϥϧωοτϫʔΫ·ͰͷجૅΛຬวͳֶ͘Δ
·ͱΊ 3VCZͰ%FFQ-FBSOJOHΛΔʹʁ 3VCZ༻ͷϑϨʔϜϫʔΫ͔ɺ1Z$BMMΛ͏ ۩ମతʹͲ͏࣮͢Δͷʁ 3FE$IBJOFSΛͬͨྨͷ࣮ྫΛհͨ͠ %FFQ-FBSOJOHΛֶͿʹʁ $IBJOFS5VUPSJBM͕Φεεϝ
3VCZͰ%FFQ-FBSOJOH Γͨ͘ͳ͖ͬͯͨਓ#ʁ
None
<༧ࠂ>ʮχϡʔϥϧػց༁ೖʯฤ ୯ޠͷϕΫτϧԽʂʁࢄදݱʁʁ ܗଶૉղੳ.F$BCʂHFN/BUUPʁ ࣗવݴޠॲཧͰ༻͍ΒΕΔχϡʔϥϧωοτϫʔΫͱʜʂʁ XPSEWFD $#08 DPOUJOVPVTCBHPGXPSET Ϟσϧ 3// SFDVSSFOUOFVSBMOFUXPSL
-45. MPOHTIPSUUFSNNFNPSZ 4FRVFODFUP4FRVFODF 3FE$IBJOFSͰͲ͜·Ͱ࣮ݱͰ͖Δͷ͔ʂʁ
<༧ࠂ>ʮࣛࣇౡห༁ʯฤ ํݴσʔλͲ͜ͰखʹೖΕΔʂʁ ώϯτࠃཱࠃޠݚڀॴʰํݴஊࢿྉʱʹ͋ͬͨʂ σʔλͷෆΛิ͏ʹʜʂʁ ࣅ͍ͯΔํݴʹண͢Δͱʂʁ ӳޠ༁Λͦͷ··ͯΊΔ͜ͱͰ͖ͳ͍ʂʁʂʁ ํݴͷςΩετɺൃԻΛ࣮ʹදݱ͢Δඞཁ͕͋Δ ୯ޠΑΓԻ͕େࣄͻΒ͕ͳɺΧλΧφɺΞϧϑΝϕοτ
3VCZͰࣛࣇౡห༁ Γͨ͘ͳ͖ͬͯͨਓ#ʁ
None
͍͕͋ͱ͛ͨ͞͠ 5IBOLZPVGPSMJTUFOJOH