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
Git入門
Search
kassy11
April 17, 2024
0
5
Git入門
kassy11
April 17, 2024
Tweet
Share
More Decks by kassy11
See All by kassy11
BERTでのテキスト分類
kassy11
0
4
『IT Text自然言語処理』第1章
kassy11
0
6
過学習と未学習について
kassy11
0
5
LLMアプリケーション開発 ~シンとくぽんTalkと論文要約くんの開発について~
kassy11
0
18
Featured
See All Featured
It's Worth the Effort
3n
180
27k
JavaScript: Past, Present, and Future - NDC Porto 2020
reverentgeek
41
4.5k
GraphQLとの向き合い方2022年版
quramy
33
13k
A Philosophy of Restraint
colly
197
16k
Building Effective Engineering Teams - LeadDev
addyosmani
33
1.9k
Product Roadmaps are Hard
iamctodd
45
9.8k
No one is an island. Learnings from fostering a developers community.
thoeni
16
2.1k
CSS Pre-Processors: Stylus, Less & Sass
bermonpainter
352
28k
The Art of Programming - Codeland 2020
erikaheidi
43
12k
The MySQL Ecosystem @ GitHub 2015
samlambert
244
12k
Bash Introduction
62gerente
605
210k
In The Pink: A Labor of Love
frogandcode
138
21k
Transcript
.ദݪޭଠ (JUೖ
جૅฤ
όʔδϣϯཧͱʁ • ϑΝΠϧͷมߋཤྺΛཧ͢Δ͜ͱ • աڈͷมߋʹͨ͠ΓɺଞਓͷมߋཤྺΛऔΓࠐΜͩΓͰ͖Δ • νʔϜ։ൃͰ༻͍Δ͜ͱͰɺνʔϜϝϯόʔ͕ίʔυΛ֬ೝͨ͠Γɺ ίʔυΛڞಉͰཧɾमਖ਼͢Δ͜ͱ͕Ͱ͖ΔΑ͏ʹͳΔ •
ݚڀίʔυΛόʔδϣϯཧ͓ͯ͘͜͠ͱͰ • ϩʔΧϧͰ͏͔ͬΓSNSGͯ͠ࢮͳͳ͍ • ઌੜݚڀࣨϝϯόʔͱίʔυΛڞ༗Ͱ͖Δ
(JUͱʁ • 044ʢ୭ͰແྉͰ͑ΔʣͷόʔδϣϯཧγεςϜ • ଞʹόʔδϣϯཧγεςϜଘࡏ͢Δ͕(JU͕σϑΝΫτ • -JOVY։ൃऀͷ-JOVT͞Μ͕ɺ-JOVYΧʔωϧ։ൃΛ͘͢͢͠ΔͨΊʹ։ൃ • ఱ࠽Ͱʁ
(JUͷجຊతͳ༻ޠ • ϦϙδτϦɿมߋཤྺͷཧΛߦ͏ॴ • ϩʔΧϧϦϙδτϦɿ1$Ͱཧ͍ͨ͠ϑΥϧμͷ͜ͱ • ϦϞʔτϦϙδτϦɿαʔόʢओʹ(JUIVCʣʹ͋ΔϦϙδτϦ • Ξυɿཧ͍ͨ͠ϑΝΠϧͷมߋΛ(JUʹొ͢Δલஔ͖
• ίϛοτɿཧ͍ͨ͠ϑΝΠϧͷมߋΛ(JUʹొ͢Δ • ϓογϡɿϩʔΧϧϦϙδτϦͷมߋΛϦϞʔτϦϙδτϦʹөͤ͞Δ • ϓϧɿϦϞʔτϦϙδτϦͷมߋཤྺΛϩʔΧϧϦϙδτϦʹऔಘ͢Δ • ϒϥϯνɿมߋཤྺͷࢬ͔Ε • ͜ΕΛ͔ͭ͏͜ͱͰෳਓͰฒྻʹίʔυΛमਖ਼Ͱ͖Δ ʢਓ͚ͩͩͱͦΜͳʹࢬ͔Εͤ͞ͳ͍͔ʣ ࢀߟɿIUUQT[VLVMPHSDPNHJU
(JUIVCͱʁ • ϦϞʔτϦϙδτϦΛ؆୯ʹ࡞ΕΔ8FCαʔϏε • ΈΜͳΞΧϯτΛ࡞ͬͨͣ • ಉ༷ͷ8FCαʔϏεʹ#JUCVDLFU(JU-BCͳͲ͕͋Δ • ϚείοτΩϟϥʮΦΫτΩϟοτʯʢΦΫτύεʴΩϟοτʣ
(JU(JUIVCͰͷόʔδϣϯཧͷྲྀΕ ϩʔΧϧϦϙδτϦͱϦϞʔτϦϙδτϦͷ࡞ˍඥ͚ͮ ϩʔΧϧϦϙδτϦͷϑΝΠϧΛฤू͢Δ Ξυͱίϛοτͯ͠มߋ༰Λ(JUʹొ͢Δ ϓογϡͯ͠ϦϞʔτϦϙδτϦʹөͤ͞Δ
˞ଞͷਓͷมߋཤྺΛϩʔΧϧʹऔಘ͍ͨ͠ͱ͖ϓϧΛߦ͏ ϩʔΧϧϦϙδτϦ ϦϞʔτϦϙδτϦ ϓϧ ϓογϡ Ξυˍ ίϛοτ
ରԠ͢Δ(JUίϚϯυ ϩʔΧϧϦϙδτϦͱϦϞʔτϦϙδτϦͷ࡞ˍඥ͚ͮ HJUJOJUɿҙͷϑΥϧμΛϩʔΧϧϦϙδτϦͱͯ͠ొ͢Δ HJUSFNPUFBEEPSJHJOϦϞʔτϦϙδτϦͷ63-ɿ ϩʔΧϧϦϙδτϦͱϦϞʔτϦϙδτϦͷඥ͚ͮ ϩʔΧϧϦϙδτϦͷϑΝΠϧΛฤू͢Δ
Ξυͱίϛοτͯ͠มߋ༰Λ(JUʹొ͢Δ HJUBEE HJUDPNNJU ϓογϡͯ͠ϩʔΧϧϦϙδτϦʹөͤ͞Δ HJUQVTI ˞ଞͷਓͷมߋཤྺΛϩʔΧϧʹऔಘ͍ͨ͠ͱ͖ϓϧΛߦ͏ HJUQVMM
࣮ફฤ
࣮ફ༰ (JUͷΠϯετʔϧ (JUIVCͷ44)Ωʔͷొ (JUIVCͰϦϞʔτϦϙδτϦΛ৽ن࡞͢Δ ϩʔΧϧͰ؆қʹϑΝΠϧΛฤूͯ͠ɺ
ˢͷϦϞʔτϦϙδτϦʹQVTIͯ͠ΈΔ
8JOEPXTͷ(JUͷΠϯετʔϧ " 8JOEPXTʹ(JUͷΈΠϯετʔϧ͍ͨ͠߹ 㱺(JUGPS8JOEPXTΛΠϯετʔϧ͢Δ # 8JOEPXTʹ(JUͱ-JOVYίϚϯυΛ͑ΔڥΛΠϯετʔϧ͍ͨ͠߹ 㱺(JU#BTIΛΠϯετʔϧ͢Δ $ 8JOEPXTͰ։ൃͯ͠ΒΕΔ͔ʂͷ߹ʢ͓͢͢Ίʣ
㱺84-ͰBQUΛͬͯΠϯετʔϧ͢Δ ˞NBDͷํCSFXJOTUBMMHJUͰ
(JUIVCͷ44)Ωʔͷొ • (JUIVCͱ44)ଓͰ͖ΔΑ͏ʹɺϩʔΧϧڥͰ44)ΩʔΛൃߦͯ͠ɺ(JUIVC ʹొ͠·͢ • ͜ΕΛొ͍ͯ͠ͳ͍ͱ)551ଓͰ(JUIVCͱ௨৴͢Δ͜ͱʹͳΔ • ຖճϢʔβ໊ɾύεϫʔυΛଧͪࠐ·ͳ͍ͱ͍͚ͳ͍ͷͰΊΜͲ͍͘͞ ొखॱ
TTILFZHFOUSTBͰݤΛੜ ੜ͞Εͨެ։ݤΛ(JUIVCʹొ TTI5HJU!HJUIVCDPNͰଓ֬ೝ ࢀߟɿIUUQTRJJUBDPNTIJ[VNBJUFNTCGBFDF
(JUIVCͰϦϞʔτϦϙδτϦΛ৽ن࡞͢Δ • ӈ্ͷʴϘλϯͷ ʮ/FX3FQPTJUPSZʯ͔Β৽ن࡞ • ࡞ޙԿϑΝΠϧ͕ͳ͍ঢ়ଶ • ͜ΕʹϩʔΧϧϦϙδτϦͷϑΝΠϧΛ Ճ͍ͯ͘͠
ϩʔΧϧϦϙδτϦͷ࡞ˍϦϞʔτϦϙδτϦͱͷඥ͚ͮ ϩʔΧϧͷҙͷҐஔͰ NLEJSHJU@JOUSPͰϑΥϧμΛ࡞ˍDEHJU@JOUSPͰҠಈ HJU@JOUSPͰHJUJOJUͯ͠ϩʔΧϧϦϙδτϦͱͯ͠ొ w MTBͯ͠ΈΔͱHJUͱ͍͏ϑΥϧμ͕ੜ͞Ε͍ͯΔࣄ͕Θ͔Δ
HJUSFNPUFBEEPSJHJOIUUQTHJUIVCDPNϢʔβ໊HJU@JOUSPHJU ͰϩʔΧϧϦϙδτϦͱϦϞʔτϦϙδτϦΛඥ͚Δ w HJUDPO fi HϑΝΠϧʹϦϞʔτϦϙδτϦͷใ͕ه͞ΕΔ
ϩʔΧϧϦϙδτϦͰ࡞ͨ͠ϑΝΠϧΛQVTI͢Δ HJU@JOUSPͰUPVDIUFTUNEͯ͠ϚʔΫμϯϑΝΠϧΛ࡞͢Δ HJUBEEͯ͠ɺHJUDPNNJUNlϑΝΠϧΛ࡞zͱ͢Δ w HJUBEEʢυοτʣͱ͢Δͱࠓ͍ΔσΟϨΫτϦͷશͯͷมߋΛ(JUʹొ͢Δ w ίϛοτ͢Δͱ͖ʹͲ͏͍͏มߋΛͨ͠ͷ͔ͷίϝϯτʢίϛοτϝοηʔδʣ͕ඞਢɺޙ͔Β
มߋ༰͕͔ΔΑ͏ͳίϝϯτΛॻ͘ w ίϝϯτ͕ॻ͚Δ͘Β͍ͷ୯ҐͰίϛοτΛߦ͏ HJUQVTIPSJHJONBJOͰϓογϡ͢Δ w ϓογϡ͢Δͱ͖ϒϥϯν໊ʢNBJOʣΛࢦఆ͢Δ (JUIVCͷϦϞʔτϦϙδτϦΛ֬ೝͯ͠ɺUFTUNE͕Ճ͞Ε͍ͯΔ͔֬ೝ͢Δ
ϑΝΠϧΛฤूͯ͠࠶QVTI͢Δ UFTUNEͷதΛదʹฤू͢Δ HJUBEEͯ͠ɺHJUDPNNJUNlه͠·ͨ͠zͱ͢Δ HJUQVTIPSJHJONBTUFSͰϓογϡ͢Δ (JUIVCͷϦϞʔτϦϙδτϦΛ֬ೝͯ͠
UFTUNE͕มߋ͞Ε͍ͯΔ͔ɺ$PNNJUT͕૿͍͑ͯΔ͔֬ೝ͢Δ
·ͱΊ wԼͭΛཧղͰ͖ͯΕ0, ϦϙδτϦΛͭ͘Γ͔ͨʢϩʔΧϧˍϦϞʔτʣ ϩʔΧϧϦϙδτϦͰϑΝΠϧΛมߋͨ͠Βɺ ఆظతʹΞυͱίϛοτͯ͠ɺϓογϡ͓ͯ͘͠