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

Sponsored · Ship Features Fearlessly Turn features on and off without deploys. Used by thousands of Ruby developers. →
Avatar for Shotaro Ishihara Shotaro Ishihara
September 11, 2020
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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
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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⫱