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
Kaggleでソロ銀メダルを獲得するまでの取組み / Efforts to win a sol...
Search
Yuki
October 21, 2019
Technology
2
460
Kaggleでソロ銀メダルを獲得するまでの取組み / Efforts to win a solo silver medal at Kaggle
機械学習/Kaggleもくもく会#10@大阪(10/21 19:00〜)の登壇資料
https://connpass.com/event/150382/
Yuki
October 21, 2019
Tweet
Share
Other Decks in Technology
See All in Technology
Autonomous Database - Dedicated 技術詳細 / adb-d_technical_detail_jp
oracle4engineer
PRO
5
12k
Bill One 開発エンジニア 紹介資料
sansan33
PRO
4
17k
マーケットプレイス版Oracle WebCenter Content For OCI
oracle4engineer
PRO
5
1.5k
re:Invent2025 セッションレポ ~Spec-driven development with Kiro~
nrinetcom
PRO
2
160
名刺メーカーDevグループ 紹介資料
sansan33
PRO
0
1k
技術選定、下から見るか?横から見るか?
masakiokuda
0
170
会社紹介資料 / Sansan Company Profile
sansan33
PRO
11
390k
2025年の医用画像AI/AI×medical_imaging_in_2025_generated_by_AI
tdys13
0
280
ルネサンス開発者を育てる 1on1支援AIエージェント
yusukeshimizu
0
130
田舎で20年スクラム(後編):一個人が企業で長期戦アジャイルに挑む意味
chinmo
1
460
2025年のデザインシステムとAI 活用を振り返る
leveragestech
0
650
Everything As Code
yosuke_ai
0
470
Featured
See All Featured
JavaScript: Past, Present, and Future - NDC Porto 2020
reverentgeek
52
5.8k
Google's AI Overviews - The New Search
badams
0
880
DevOps and Value Stream Thinking: Enabling flow, efficiency and business value
helenjbeal
1
76
Why Your Marketing Sucks and What You Can Do About It - Sophie Logan
marketingsoph
0
54
The Art of Delivering Value - GDevCon NA Keynote
reverentgeek
16
1.8k
Facilitating Awesome Meetings
lara
57
6.7k
The Power of CSS Pseudo Elements
geoffreycrofte
80
6.1k
Odyssey Design
rkendrick25
PRO
0
450
Intergalactic Javascript Robots from Outer Space
tanoku
273
27k
Building a Modern Day E-commerce SEO Strategy
aleyda
45
8.5k
Introduction to Domain-Driven Design and Collaborative software design
baasie
1
530
How to build an LLM SEO readiness audit: a practical framework
nmsamuel
1
590
Transcript
QBHFT ,BHHMFͰιϩۜϝμϧ Λ֫ಘ͢Δ·ͰͷऔΈ ػցֶश,BHHMF͘͘ձ!େࡕ !QIZTZVLJ
ࣗݾհ w:VLJ !QIZTZVLJ wϓϩάϥϛϯάʹ1)1 4DBMBΛগ͠ wػցֶशd w,BHHMFd w,BHHMF&YQFSU wͯ͢ιϩࢀՃ
ࣗݾհɾຊൃදʹ͍ͭͯ wະܦݧ͚ͩͲσʔλੳ৬ʹब͖͍ͨˠલ͍ w࣮ܦݧΛͭΉͨΊʹݣࣾһʹ w࣮࡞ΓͷͨΊʹۀ֎Ͱ,BHHMF w,BHHMFʹೖͨ͠ਓͷࢀߟʹͳΕ͍Ͱ͢
࣍ ࢠίϯϖҎલͷऔΈ ࢠίϯϖͰͷऔΈ ·ͱΊ
ࢠίϯϖҎલͷऔΈ
1-"T5J$$"TUSPOPNJDBM$MBTTJpDBUJPO wॳࢀՃίϯϖ wඪɿಔϝμϧ wࢀՃظؒɿ͔݄ wͬͨ͜ͱ w݁Ռ wֶΜͩ͜ͱ
ͬͨ͜ͱ w࡞ۀ,FSOFMͱϩʔΧϧͷ+VQZUFS/PUFCPPLͰ wྑ͛͞ͳ,FSOFMΛબΜͰϕʔεϞσϧʹ w,FSOFM %JTDVTTJPOશ෦ಡΉ͙Β͍ͷؾ࣋ͪ wҠಈ࣌ؒதৗʹಛྔείΞվળͷωλग़͠ w ࣌ࢴͰɺࠓJ1BE
݁Ռ w-JHIU(#.ͷγϯάϧϞσϧ w5PQͰಔϝμϧ
ֶΜͩ͜ͱ wॳ৺ऀ͕γϯάϧϞσϧͰۜϝμϧݍʹߦ͘ͷ͍͠ wιϩͰۜϝμϧΛऔΔʹΞϯαϯϒϧ͕ඞཁ wΞϯαϯϒϧ࣌ͷଟ༷ੑͷͨΊʹ//ͷษڧ͕ඞཁ
.JDSPTPGU.BMXBSF1SFEJDUJPO wඪɿۜϝμϧ wࢀՃظؒɿ͔݄ wͬͨ͜ͱ w݁Ռ wֶΜͩ͜ͱ
ͬͨ͜ͱ wҾ͖ଓ͖,FSOFM +VQZUFS/PUFCPPLͰ࡞ۀ w ࣮ݧͷ͚ͩϑΝΠϧ͕ੜ·ΕΔʜ w࣮ݧཧखಈͰεϓϨουγʔτ w// $BUCPPTUΛֶΜͰ-JHIU(#.ͱΞϯαϯϒϧ
݁Ռ w$7ͱ-#ͷ૬͕ؔऔΕͳ͔ͬͨ w pOBMTVCNJU-#ͷείΞͰબΜͩ w-JHIU(#. $BUCPPTU // '.ͷBWFSBHJOH w 5PQͷۜϝμϧݍ͔ΒTIBLFEPXO
ֶΜͩ͜ͱ wʮόϦσʔγϣϯେࣄʯ͕ࣝͰͳ͘ମݧͱͯ͠ࠁ·Εͨ w TVCNJUΛଟ͘ॏͶΔաఔͰ-#ʹPWFSpU͍͚ͯ͠ͳ͍ wϩόετͳϞσϧΛ࡞ΔͨΊͷςΫχοΫ w "EWFSTBSJBM7BMJEBUJPOग़ݱස͕ҟͳΔಛྔͷऔѻ͍ w,FSOFMۄੴࠞަˠ͕ࣗೲಘͰ͖ͨΞΠσΞͷΈ࠾༻͖͢ wίʔυɺ࣮ݧͷ࣮ߦɾཧΛޮԽͯ͠खΛ૿͢
*OTUBOU(SBUJpDBUJPO wతɿ,FSOFMPOMZίϯϖͷ࿅शɺ.BMXBSFͷϦϋϏϦ wࢀՃظؒɿؒ wͬͨ͜ͱɿຊདྷͷΫϥεྨͰͳ͘Ϋϥεྨ w݁ՌɿQSFEJDUͷ࣮ϛεͷ͍ͤͰ5PQͷಔϝμϧ wֶΜͩ͜ͱɿࣗ৴ͷ͋ΔԾઆ೪Γڧ͘ݕূ͢͠
ࢠίϯϖͰͷऔΈ
1SFEJDUJOH.PMFDVMBS1SPQFSUJFT wඪɿۜϝμϧɺTVCNJUճΛ͑Δ wࢀՃظؒɿ͔݄ wͬͨ͜ͱ w݁Ռ wֶΜͩ͜ͱ
ͬͨ͜ͱ wQJQFMJOFͷ࡞ʢ&%"ͨ͠ΓϕʔεϞσϧ࡞Γͳ͕Βʣ w +VQZUFS/PUFCPPLͰͳ͘TDSJQUͰཧ w ࣮ݧཧΛࣗಈԽ w/PUFCPPL&%"ɾՄࢹԽʹͷΈ༻ w(JUʹΑΔίʔυཧ w(16ඞਢͰ͋Δ//ͷΈ,FSOFMΛ༻
QJQFMJOFུ֓ USBJO WBMJEBUJPO UFTU DSFBUFQZ GFBUIFSܗࣜͰ ಛྔΛอଘ DPOpHTKTPO
NPEFMQBSBN ༻ಛྔ $7ͷׂ ͳͲΛࢦఆ Ϟσϧͷֶशϩά είΞɺύϥϝʔλɺ༻ಛͳͲ ͷ࣮ݧ݁ՌΛه TVCNJU@DTW ϩά
݁Ռ w-JHIU(#. 4DI/FUͷBWFSBHJOH w -JHIU(#.ɿGPME$7Ͱ֤ϞσϧͷBWFSBHJOH w 4DI/FUɿγϯϓϧʹIPMEPVU w5PQͰۜϝμϧ w ʮTVCNJUճΛ͑ͯۜϝμϧʯΛୡ
ֶΜͩ͜ͱ w࣮ݧճΛՔ͛ΔΑ͏ʹͳͬͨ w ࣍ΞΠσΞͷ࣭ΛߴΊΔ͜ͱ͕ॏཁ wهࣄɺॻ੶ɺจ͔ΒಘΒΕΔࣝʹԿ͔Λֻ͚߹Θͤͳ͍ ͱɺۚϝμϧݍʹ͍͚ͳ͍ w ͦͷΈ߹ΘͤΛ௫Ήํ๏Λཱ͍֬ͨ͠
·ͱΊ
·ͱΊ wͨ͘͞Μࣦഊ͢Δ wݪҼΛֶͼɺࣗͷͷʹ͢Δ w͔࣍ΒثʹͳΔͷͰɺޭʹܨ͕Δ