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
Rust and Blockchain
Search
Osuke
April 24, 2019
Programming
5
1.5k
Rust and Blockchain
Osuke
April 24, 2019
Tweet
Share
More Decks by Osuke
See All by Osuke
特許データを使ったマルチモーダルAIの検証事例@LLMProd#4
osuke
0
240
dbtを中心に据えた データ分析とプロダクト開発
osuke
1
1.1k
LayerX Privacy Tech事業部紹介 Tech編
osuke
0
200
(SCIS2021) Anonify: プライバシーを保護した 検証可能な状態遷移モジュール
osuke
1
370
Rustで実装された AWS Nitro Enclaves CLIを読む
osuke
0
370
Rustのパフォーマンスに関するTips
osuke
3
3.4k
ARM TrustZone入門 / ARM TrustZone intro
osuke
3
8.6k
Anonify
osuke
3
1.1k
Rustのasync/awaitとスケジューラの話 / rust-async-await
osuke
9
4k
Other Decks in Programming
See All in Programming
NPOでのDevinの活用
codeforeveryone
0
830
プロダクト志向なエンジニアがもう一歩先の価値を目指すために意識したこと
nealle
0
130
脱Riverpod?fqueryで考える、TanStack Queryライクなアーキテクチャの可能性
ostk0069
0
130
dbt民主化とLLMによる開発ブースト ~ AI Readyな分析サイクルを目指して ~
yoshyum
3
1k
Is Xcode slowly dying out in 2025?
uetyo
1
270
VS Code Update for GitHub Copilot
74th
2
640
High-Level Programming Languages in AI Era -Human Thought and Mind-
hayat01sh1da
PRO
0
770
20250704_教育事業におけるアジャイルなデータ基盤構築
hanon52_
5
780
Rubyでやりたい駆動開発 / Ruby driven development
chobishiba
1
700
AI駆動のマルチエージェントによる業務フロー自動化の設計と実践
h_okkah
0
150
What Spring Developers Should Know About Jakarta EE
ivargrimstad
0
470
Deep Dive into ~/.claude/projects
hiragram
14
2.5k
Featured
See All Featured
Exploring the Power of Turbo Streams & Action Cable | RailsConf2023
kevinliebholz
34
5.9k
A Modern Web Designer's Workflow
chriscoyier
695
190k
I Don’t Have Time: Getting Over the Fear to Launch Your Podcast
jcasabona
32
2.4k
Six Lessons from altMBA
skipperchong
28
3.9k
Principles of Awesome APIs and How to Build Them.
keavy
126
17k
Easily Structure & Communicate Ideas using Wireframe
afnizarnur
194
16k
jQuery: Nuts, Bolts and Bling
dougneiner
63
7.8k
Mobile First: as difficult as doing things right
swwweet
223
9.7k
How To Stay Up To Date on Web Technology
chriscoyier
790
250k
Navigating Team Friction
lara
187
15k
Designing for Performance
lara
610
69k
Rails Girls Zürich Keynote
gr2m
95
14k
Transcript
ϒϩοΫνΣʔϯʹ͓͚Δ 3VTUΤίγεςϜͷհͱ εϨουฒྻॲཧͷ͋Ε͜Ε
w -BZFS9ͷ3%෦ w ϒϩοΫνΣʔϯ͕͖ͰΤϯδχΞ ʹͳͬͨɻ w 3VTUͰϒϩοΫνΣʔϯ҉߸ϓϩ τίϧͷ։ൃΛ୲ w ࠷ۙɺ;FSPDIBJO͍ͬͯ͏ൿಗԽϒ
ϩοΫνΣʔϯΛϦϦʔεʂ 0TVLF 5XJUUFS![PPN@[PPN[P
3VTUΤίγεςϜ w 1BSJUZ &UIFSFVN w -JHIU)PVTF &UISFVN w
(SJO .JOCMF8JNCMF w OFBSDPSF OFBSQSPUPDPM w MJCQQ 11ωοτϫʔΫ w 4VCTUSBUF ϒϩοΫνΣʔϯ ϑϨʔϜϫʔΫʣ w #-4ʢପԁۂઢʣ w +VCKVCʢପԁۂઢʣ w DVSWFEBMFL ʢପԁۂઢʣ w #FMMNBO θϩࣝূ໌ʣ w CVMMFUQSPPGTʢθϩࣝূ໌ʣ w NVMUJQBSUZFDETB ॺ໊ ҉߸ ϒϩοΫνΣʔϯ
(SJOൿಗૹۚϒϩοΫνΣʔϯ 4VCTUSBUFϒϩοΫνΣʔϯ։ൃͷϑϨʔϜϫʔΫ ϒϩοΫνΣʔϯ
҉߸ ߴ҆શͳପԁۂઢϥΠϒϥϦ ϖΞϦϯάϑϨϯυϦʔͳପԁۂઢ
ପԁۂઢͷύϥϝλΛ &OHJOFτϨΠτͷؔ࿈ܕ ͱͯ͠ఆٛ ۂઢ্ͷ܈ߏͷఆٛ (ͷࣹӨฏ໘ఆٛ (ͷΞϑΟϯฏ໘ఆٛ (ͷࣹӨฏ໘ఆٛ
w Φʔϓϯιʔεʂ w IUUQTHJUIVCDPN-BZFS9DPN[FSPDIBJO w શͯ3VTUͰ࣮ w ͬ͘͟Γಛ w ϒϩοΫνΣʔϯʹه͢ΔσʔλΛશͯ҉߸Խͯ͠อଘ
w ଞਓͷσʔλʢ҉߸௨՟ͷอ༗ྔͱ͔ʣΛݟΕͳ͍Α͏ʹ͍ͯ͠Δ ;FSPDIBJO
θϩࣝূ໌ w ΠϯϓοτΛ໌Β͔ʹ͠ͳ͍Ͱܭࢉ݁Ռ͕ਖ਼͍͜͠ͱΛূ໌ ҉߸Խ YGBʜ w ʮʯͱ͍͏ਖ਼͍͠ࣈ͕ຊʹ҉߸Խ͞Ε͍ͯΔͷ͔ʁ w ਖ਼͍͠ެ։伴Ͱຊʹ҉߸Խ͞Ε͍ͯΔͷ͔ʁ
ʮʯΛ໌Β͔ʹ͠ͳ͍Ͱূ໌ʂ [L1SPPG ূ໌ऀ ݕূऀ
θϩࣝূ໌ ͱͯॏ͍ॲཧ ;FSPDIBJOͷશମεΩʔϜ #FMMNBOϥΠϒϥϦΛ ϕʔεʹฒྻॲཧ
εϨουฒྻॲཧ 4DPQFE5ISFBEͱ5ISFBE1PPM
w 4DPQFEUISFBEͷͨΊͷ $SPTTCFBNͱ 5ISFBEQPPMͷͨΊͷ $QV1PPMͷ ബ͍ϥούʔΛ༻ҙ w ཁɺSBZPOతͳͷΛࣗલ࣮ w SBZPO͏ΑΓ͍Β͍͠
w θϩࣝূ໌Ͱͷ''5ଟ߲ࣜԋ ࢉͳͲͷॏ͍ॲཧΛ 4DPQFEεϨουʹ5BTLͱͯ͠ ͍͛ͯ͘ɻ ֓ཁ
$SPTTCFBN w 3BZPO ฒྻॲཧϥΠϒϥϦ 5PLJP ඇಉظ*0ϥΠϒϥϦ ʹΘΕ ͍ͯΔฒߦϓϩάϥϜͷͨΊͷMPXMFWFMͳϥΠϒϥϦ w TUETZODͷਐԽ൛Έ͍ͨͳΠϝʔδ
w TDPQF4DPQFEεϨουΛఏڙ w EFRVFXPSLTUFBMJOHϕʔεͷλεΫεέδϡʔϥ w DIBOOFM.14$Ͱͳ͘.1.$ w "UPNJD$FMMΞτϛοΫͳ$FMMܕ "UPNJD3FGFSFODF50%0ʣ w ɾɾɾ
4DPQFEUISFBE w 4DPQFͰ5ISFBE͕+PJO͞ΕΔ ͜ͱ͕อূ͞Ε͍ͯΔͷͰ0, DSPTTCFBN@VUJMTUISFBETDPQF w QFPQMFͷϥΠϑλΠϜ `TUBUJDͳͷͰίϯύΠϧΤϥʔ TUEUISFBE
8PSLTUFBMJOHBMHPSJUIN w DSPTTCFBN@EFRVF EPVCMFFOEFERVFVF ͳͲ͕ఏڙ w GVUVSFΛ࣮ߦ͢ΔεϨου͝ͱͷλεΫ࣮ߦΩϡʔΛϩʔυόϥϯγϯά w ଞͷϫʔΧʔεϨου͕Ωϡʔ͔ΒzTUFBMz͢Δઓུ w
ϩοΫΛͰ͖Δ͚ͩগͳ͘Ұ൪େ͖ͳλεΫΛzTUFBMzͤ͞Δ
5ISFBEQPPM w UPLJPUISFBE@QPPM w 8PSLTUFBMJOH'*'0 λεΫGBJSOFTTͷ༏ઌʣ w SBZPO5ISFBE1PPM w 8PSLTUFBMJOH-*'0
Ωϟογϡ׆༻ͷ༏ઌ w GVUVSFT@DQVQPPM GVUVSF@FYFDVUPSUISFBE@QPPM w GBJSOFTT༏ઌ ϕϯνϚʔΫ SBZPOؒʹ߹Θͣʣ
g(x) = b0 + b1 x + . . .
+ bn xn f(x) = a0 + a1 x + . . . + an xn w Α͠ͳͳཁૉ͝ͱʹΑ͠ͳʹϚϧνεϨουॲཧ ଟ߲ࣜԋࢉΛฒྻॲཧ (n = 106)
0TVLF 5XJUUFS![PPN@[PPN[P ऴΘΓʂ