Upgrade to Pro — share decks privately, control downloads, hide ads and more …
Sign up for free

Kaggleではじめるデータサイエンス / Ask the Expert: Kaggle

Avatar for Shotaro Ishihara Shotaro Ishihara
September 11, 2020
Technology
470
0

Kaggleではじめるデータサイエンス / Ask the Expert: Kaggle

Google Cloudのインタビュー企画「Ask the Expert」
https://upura.hatenablog.com/entry/2020/09/10/210400

Avatar for Shotaro Ishihara

Shotaro Ishihara

September 11, 2020

More Decks by Shotaro Ishihara

See All by Shotaro Ishihara
Agent 時代の Kaggle 展望 / kaggle-in-the-agentic-era
Avatar for Shotaro Ishihara upura
1
1.4k
大規模言語モデルは誰を覚えているか / Who Do Large Language Models Memorize?
Avatar for Shotaro Ishihara upura
0
220
[ACL 2026 Demo] Fast-MIA: Efficient and Scalable Membership Inference for LLMs
Avatar for Shotaro Ishihara upura
0
140
Fast-MIA: Efficient and Scalable Membership Inference for LLMs
Avatar for Shotaro Ishihara upura
0
100
JAPAN AI CUP Prediction Tutorial
Avatar for Shotaro Ishihara upura
2
1.4k
情報技術の社会実装に向けた応用と課題：ニュースメディアの事例から / appmech-jsce 2025
Avatar for Shotaro Ishihara upura
0
460
日本語新聞記事を用いた大規模言語モデルの暗記定量化 / LLMC2025
Avatar for Shotaro Ishihara upura
0
840
Quantifying Memorization in Continual Pre-training with Japanese General or Industry-Specific Corpora
Avatar for Shotaro Ishihara upura
1
150
JOAI2025講評 / joai2025-review
Avatar for Shotaro Ishihara upura
0
1.9k

Other Decks in Technology

See All in Technology
AI時代のPRレビューにどう向き合うか？
Avatar for KairiM kairim0
1
240
Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces
Avatar for Preferred Networks pfn
PRO
0
130
継続的なAIコスト最適化
Avatar for Atsushi Tanaka bgpat
1
340
「事実」を「計測」して、「解釈」する 〜AWS Lambdaのメモリ最適解の見つけ方〜
Avatar for maimyyym maimyyym
0
170
V8のArray.prototype.flatを最大約20倍速くするまでと、巨大OSSへの大規模コミットの道のり
Avatar for Riya Amemiya riyaamemiya
0
290
Running Kotlin + Quarkus with Lambda
Avatar for Nealle nealle
1
3.7k
SAENM ~Jupyterで残すPoCの試行錯誤、未来の自分と仲間を助ける記録！~
Avatar for Manabu TERADA terapyon
0
110
10年後、Engineering 行為を剥奪されるとして、わたしたちは、どう、何を創ればいいだろうか。 / If Engineering Is Taken Away in 10 Years, How and What Should We Create?
Avatar for 株式会社ビットキー / Bitkey Inc. bitkey
PRO
1
190
re:Invent初参加で変わったこと、2回目にやってみたいこと（JAWS-UG彩の国埼玉 #12）
Avatar for 株式会社みずほ銀⾏ 情報数理⼯学研究所 デジタル技術開発部 mhrtech
2
220
AI導入は済んだ。次は統制を作り替える番だ_AI×開発組織 Summit 2026
Avatar for PERSOL CAREER Dev | techtekt techtekt
PRO
0
210
AIにシークレットを見せない、WSL2で安全な開発環境
Avatar for yazm4 yazm
0
300
DevelopersIO 2026 知識の地図を描く ─ オントロジーとは何か？
Avatar for Satoru Ishikawa ishikawa_satoru
1
1.7k

Featured

See All Featured
Unlocking the hidden potential of vector embeddings in international SEO
Avatar for Frank van Dijk frankvandijk
0
990
Refactoring Trust on Your Teams (GOTO; Chicago 2020)
Avatar for Rebecca Miller-Webster rmw
35
3.8k
Exploring the relationship between traditional SERPs and Gen AI search
Avatar for Ray Grieselhuber raygrieselhuber
PRO
4
4.4k
Prompt Engineering for Job Search
Avatar for Mfonobong Umondia mfonobong
0
520
Build your cross-platform service in a week with App Engine
Avatar for Jose L jlugia
234
19k
How to build an LLM SEO readiness audit: a practical framework
Avatar for Nick Samuel nmsamuel
2
950
The innovator’s Mindset - 
Leading Through an Era of Exponential Change - McGill University 2025
Avatar for Jean-Marc De Jonghe jdejongh
PRO
1
380
Ethics towards AI in product and experience design
Avatar for Skipper Chong Warson skipperchong
2
430
Building Adaptive Systems
Avatar for Chris Keathley keathley
44
3.2k
Design in an AI World
Avatar for tapps tapps
1
350
What does AI have to do with Human Rights?
Avatar for Per Axbom axbom
PRO
1
2.5k
Mind Mapping
Avatar for Hélio Medeiros helmedeiros
1
400

Transcript

  1. RÔČČĦø䛷䛿䛨䜑䜛 䝕䞊䝍䝃䜲䜶䞁䝇 Œģřđø)ŷŋøLj øŋřøīíøŎʽʽ̶ʾʼʾʼ

  2. Œģřđø)ŷŋøLj䛻䛴䛔䛶 ᪂ᆺ䝁䝻䝘䜴䜲䝹䝇ឤᰁ⑕䛜ᘬ䛝㔠䛸䛺䜚䚸 䜎䛳䛯䛺䛧䛷䜔䛳䛶䛟䜛䝕䝆䝍䝹᫬௦䛻 ᚲせ䛺䛂䝅䝇䝔䝮䜰䞊䜻䝔䜽䝖䜔䜶䞁䝆䝙䜰䛃䜔 䛂䝕䞊䝍䝃䜲䜶䞁䝔䜱䝇䝖䚸%-䜶䞁䝆䝙䜰䛃䛺䛹䚸 䜢ᣍ䛝䚸䛣䜜䛛䜙䛾䝅䝇䝔䝮㛤Ⓨ䛻 ᚲせ䛺ᵝ䚻䛺஦᯶䛻䛴䛔䛶᥈䛳䛶䛔䛝䛯䛔䛸ᛮ䛔䜎䛩䚹 䛣䛣䛻Ⓩሙ䛩䜛䜶䜻䝇䝟䞊䝖䛛䜙䚸䛺䜣䜙䛛䛾䝠䞁䝖䜢 ᚓ䛶䛔䛯䛰䛡䜜䜀䛸ᛮ䛔䜎䛩䚹

  3. ⮬ᕫ⤂௓ ▼ཎ㷋ኴ㑻 䝕䞊䝍䝃䜲䜶䞁䝔䜱䝇䝖䚸᪥ᮏ⤒῭᪂⪺♫ ኱Ꮫ᫬௦䛿ᕤᏛ㒊䛷᝟ሗᢏ⾡䜢Ꮫ䜃䛴䛴䚸Ꮫ⏕᪂⪺䛷⦅㞟 㛗䛺䛹䜢Ṕ௵䚹ʽ˃ᖺ䛛䜙᪥ᮏ⤒῭᪂⪺♫䛷䚸䝕䞊䝍䝃䜲䜶䞁 䝔䜱䝇䝖䛸䛧䛶グ஦᥎⸀䛺䛹䝕䞊䝍฼ά⏝䛻ྲྀ䜚⤌䜐䚹♫እά ື䛸䛧䛶RÔČČĦø䛻ྲྀ䜚⤌䜏䚸䝁䞁䝨䛾ඃ຾䜔ධ㛛᭩䛄zŸřđIJĬ 䛷䛿䛨䜑䜛RÔČČĦø䝇䝍䞊䝖䝤䝑䜽䛅ฟ∧䜢⤒㦂䚹ʽ˅ᖺᮎ䛻䛿᪥ ᮏ⤒῭᪂⪺♫䛾䝕䞊䝍䝉䝑䝖䜢⏝䛔䛯䝁䞁䝨䜒㛤ദ䛧䛯䚹

  4. 䝔䜽䝜䝻䝆䞊䜢㥑౑䛧䛯䝯䝕䜱䜰௻ᴗ䜈 Ɣ 㟁Ꮚ∧๰หʽʼ࿘ᖺ Ɣ ෆ〇㛤Ⓨ䛷䚸᭱ඛ➃䛾ᢏ⾡䜢ά⏝ Ɣ ʾʼʽ˃ᖺ䛻 øí∧䜢䝸䝙䝳䞊䜰䝹䛧䛂⇿㏿䛃䛜ヰ㢟䛻 ż <IJIJČĦøD͊a䛷z

    ஦౛䛸䛧䛶ゝཬ䛥䜜䜛 Ɣ ⊂⮬䛾䝕䞊䝍ฎ⌮ᇶ┙䛂řĦÔŒ䛃䜢ᵓ⠏䛧a䛷බ㛤 Ɣ Ĕa͊ĬôŎIJĔô䜰䝥䝸㛤Ⓨ䚸䝕䞊䝍䝡䝆䝳䜰䝷䜲䝊䞊䝅䝵䞁䛺䛹䚸᪂䛧䛔᫬௦䛾䝙䝳䞊䝇䛾ᅾ䜚᪉ 䜢 ᶍ⣴䛧䛶䛔䜛 Ɣ ◊✲㛤Ⓨ⤌⧊䛂᪥⤒䜲䝜䝧䞊䝅䝵䞁䞉䝷䝪䛃䜢 ʾʼʽ˃ᖺ䛻タ❧ ż ‡đøIJīŋŞřÔřĔIJĬϊPIJŞŎĬÔĦĔŒīŸīŋIJŒĔŞīʾʼʾʼ䛻䛶䚸◊✲Ⓨ⾲䠄ணᐃ䠅 đNJŋŒ̷͊͊đÔîģ̵ĬĔģģøĔ̵îIJī͊

  5. ᮏ᪥䛾䝔䞊䝬   䝕䞊䝍䝃䜲䜶䞁䝔䜱䝇䝖䛾௙஦䛻䛴䛔䛶 RÔČČĦø䛷຾䛴䛻䛿䠛  䝕䞊䝍ศᯒ⎔ቃ䛸ᩍ⫱