์ „์ฒด ๊ธ€

๐Ÿ’ป Back-End Developer ๐Ÿ’ป ๊ธธ๊ฐ€๋‹ค ๋งŒ๋‚œ ์—๋Ÿฌ์™€ ์–ด๋ ค์› ๋˜ ์ ์„ ๊ธฐ๋กํ•˜๋Š” ๊ณณ์ž…๋‹ˆใ„ทใ… โ˜†*: .๏ฝก. o(โ‰งโ–ฝโ‰ฆ)o .๏ฝก.:*โ˜†
ยท[Language]/Python
์ด data๋“ค์„ ์•„๋ž˜์ฒ˜๋Ÿผ ์ €์žฅํ•˜๊ณ  ์‹ถ์—ˆ์œผ๋‚˜ ์ด์ƒํ•œ Unnamed column์ด ์•ž์— ์ถ”๊ฐ€๋˜์–ด ์ €์žฅ๋˜์—ˆ๋‹ค. ๋•๋ถ„์— row data๋“ค์ด 17,379๊ฐœ ์žˆ๋‹ค๋Š” ๊ฒƒ์„ ์•Œ๊ฒŒ ๋˜์—ˆ์œผ๋‚˜ Unnamed col์„ ์—†์• ๋ฒ„๋ฆฌ๊ณ  ์‹ถ์—ˆ๋‹ค. dataframe_name.to_csv("filename.csv", index=None) index = None ์„ ์šฐ์ธก์— ์ ์–ด์ฃผ๋‹ˆ๊นŒ Unnamed๊ฐ€ ์‚ฌ๋ผ์กŒ๋‹ค
ยท[Language]/Python
Bike share demand prediction ๊ณผ์ œ ์ˆ˜ํ–‰ ์ค‘, lightGBM ๋ชจ๋ธ์„ ์„ค์น˜ํ•˜๋Š”๋ฐ ๋ฌธ์ œ๊ฐ€ ์ƒ๊ฒผ๋‹ค. ์ฐธ๊ณ ๋กœ ๋‚˜๋Š” MacOS๋ฅผ ์‚ฌ์šฉํ•œ๋‹ค. ๊ธฐ๋ณธ ์œˆ๋„์šฐ ์„œ๋ฒ„์—์„œ ๋Œ๋ฆฐ ๋ชจ๋ธ์„ ๊ฐ€์ ธ์™€ MacOS๋กœ ์˜ฎ๊ฒผ๊ธฐ ๋•Œ๋ฌธ์— ๋”ฐ๋กœ ์„ค์น˜๊ฐ€ ํ•„์š”ํ•œ ๋ชจ๋ธ๋“ค์€ ์„ค์น˜๋ฅผ ํ•ด์ค˜์•ผ๋งŒ ํ–ˆ๋‹ค. XGBoost๋‚˜ CatBoost๋Š” pip ๋ช…๋ น์–ด๋กœ ์ž˜ ์„ค์น˜๊ฐ€ ๋˜์—ˆ๋Š”๋ฐ ์ด์ƒํ•˜๊ฒŒ lightGBM๋งŒ ๋ง์ฝ์ด์—ˆ๋‹ค. pip์œผ๋กœ ์„ค์น˜๊ฐ€ ๋˜์—ˆ๋‹ค๊ณ  ๋‚˜์™”๊ณ , kernel ๋˜ํ•œ ์žฌ์‹œ์ž‘ ํ•˜์˜€์œผ๋‚˜, ์•„๋ž˜์™€ ๊ฐ™์€ OSError๋ฅผ ๋ด์•ผํ–ˆ๋‹ค. โšซ๏ธ ๋‚˜๋Š” ์‹คํŒจํ–ˆ์ง€๋งŒ ํ˜น์‹œ๋‚˜ ํ•„์š”ํ•œ ๋ˆ„๊ตฐ๊ฐ€๋ฅผ ์œ„ํ•ด 'Homebrew ์„ค์น˜' ๋”๋ณด๊ธฐ "MacOS์—์„œ ์ˆ˜์›”ํ•˜๊ฒŒ ํ”„๋กœ๊ทธ๋žจ์„ ์„ค์น˜ํ•  ์ˆ˜ ์žˆ๋Š” ํŒจํ‚ค์ง€ ๊ด€๋ฆฌ์ž์ธ Homebrew๋ฅผ ์„ค์น˜ํ•ด์•ผ ํ•œ๋‹ค๊ธธ๋ž˜ ์„ค์น˜ํ•˜์˜€๋‹ค." ์‹คํŒจํ–ˆ๋‹ค. Home..
์ฒซ ppt ๋ฐœํ‘œ : 2022. 5. 2. ์›”์š”์ผ ๊ฐœ์„  ppt ๋ฐœํ‘œ : 2022. 5. 23. ์›”์š”์ผ ์‹ค์ œ๋กœ ์ฒซ ํ”„๋กœ์ ํŠธ๋ฅผ ๋ฐœํ‘œํ•œ์ง€ ๋‘๋‹ฌ์ด ์ง€๋‚ฌ์ง€๋งŒ ๋‚˜์˜ ๋ณ€ํ™”๋ฅผ ๋ณด๊ธฐ ์œ„ํ•ด ์˜ฌ๋ฆฐ๋‹ค..^^ ํ”ผ๋“œ๋ฐฑ๊ณผ ๊ฐœ์„ ์‚ฌํ•ญ ์œ„์ฃผ๋กœ ์—…๋กœ๋“œํ•˜๋ ค๊ณ  ํ•œ๋‹ค. 1) PPT ํ€„๋ฆฌํ‹ฐ 1. ์ •๋ง ์กฐ์žกํ•œ ๋ชฉ์ฐจ ๋ชจ๋ธ๋ง๊นŒ์ง€ ์™„๋ฃŒํ•ด์„œ ๋ชฉ์ฐจ๋ฅผ ์ˆ˜์ •ํ•˜์˜€๋‹ค. ๋ณดํ†ต kaggle์— ์žˆ๋Š” bike share demand๋Š” test ๋ฐ์ดํ„ฐ์…‹์˜ label์„ ์˜ˆ์ธกํ•˜๋Š” ๊ฒƒ์ด๊ธฐ ๋•Œ๋ฌธ์— ์ „์ฒด์ ์ธ ์ˆ˜์น˜๋ฅผ ์˜ˆ์ธกํ•˜๋Š” ๊ฒƒ๊นŒ์ง€ ๋‚˜์™€์žˆ์ง€ ์•Š๋‹ค. ๊ทธ๋Ÿฌ๋‚˜, ๋‚˜๋Š” ํ•ด๋‹น ์‚ฌ์—…์„ ์ง„ํ–‰ํ•˜๊ณ  ์žˆ๋Š” ๊ธฐ์—…์ด ๋‚˜์—๊ฒŒ ์˜ˆ์ธก ์˜๋ขฐ๋ฅผ ๋งก๊ฒผ๋‹ค๋Š” ์ปจ์…‰์„ ์žก์•˜๊ธฐ ๋•Œ๋ฌธ์— test label๋งŒ ์˜ˆ์ธกํ•˜๊ธฐ์—๋Š” ๋ญ”๊ฐ€ ์ฐ์ฐํ–ˆ๋‹ค. ๊ทธ๋ž˜์„œ ์ „์ฒด์ ์ธ bike share demand๋„ ์˜ˆ์ธกํ•˜๋Š” ๋ชจ๋ธ๋ง์„ ์ง„ํ–‰ํ•˜์˜€๋‹ค. train..
ยท[Etc]
[์ œ 45ํšŒ SQLD ํ•ฉ๊ฒฉ] 1 ๊ณต๋ถ€ ๊ธฐ๊ฐ„ 3์ผ (์•„์ฃผ ๊ฐ„๋‹จํ•œ ์ฟผ๋ฆฌ ์ž‘์„ฑ ๊ฐ€๋Šฅ ๋ฒ ์ด์Šค) 2 ๊ต์žฌ SQL ์ž๊ฒฉ๊ฒ€์ • ์‹ค์ „๋ฌธ์ œ (๋…ธ๋žญ์ด์ฑ…) 3 ์‹œํ—˜์ผ 2022. 5. 28. Sat. 10:00A.M. 4 ์‹œํ—˜์žฅ์†Œ ์ธ์ฒœ์˜ฅ๋ จ์ค‘ํ•™๊ต (220528 ๊ธฐ์ค€ ์ฃผ์ฐจ ๊ฐ€๋Šฅ) 5 ๊ฒฐ๊ณผ ๋ฐœํ‘œ์ผ 2022. 6. 24. Fri. 10:00A.M. 6. ์„ฑ์  7. ์ž๊ฒฉ์ฆ ๋ฐœ๊ธ‰ [SQLD ์‚ฌ์ „ ์ •๋ณด] 1 ์‹œํ—˜ ๋ฒ”์œ„ ๋ฐ์ดํ„ฐ ๋ชจ๋ธ๋ง์˜ ์ดํ•ด, SQL ๊ธฐ๋ณธ ๋ฐ ํ™œ์šฉ 2 ์‹œํ—˜ ํ˜•ํƒœ ํ•„๊ธฐ์‹œํ—˜ (์ฃผ๊ด€์‹ X) 3 ์‹œํ—˜ ์‘์‹œ ์ž๊ฒฉ ์ œํ•œ์—†์Œ 4 ์‹œํ—˜ ์‘์‹œ ์ค€๋น„๋ฌผ ์ปดํ“จํ„ฐ์‚ฌ์ธํŽœ, ๋ณผํŽœ, ์‹ ๋ถ„์ฆ, ์ˆ˜ํ—˜ํ‘œ 5 ์‘์‹œ๋ฃŒ ๏ฟฆ50,000 6 ์ ‘์ˆ˜ ์‚ฌ์ดํŠธ https://www.dataq.or.kr/www/main.do 4. ์‹œํ—˜ ๋ฌธํ•ญ์ˆ˜ ๋ฐ ๋ฐฐ์  [๊ณต๋ถ€ ์ ‘๊ทผ๋ฒ•] 1. ๋ชฉ..
ยท[Language]/SQL
"FULL" is not valid at this position, expecting E0F, ';' [ํ•ด๊ฒฐ] stackoverflow ๊ณ ์ˆ˜๋‹˜๋“ค์ด ๋ง์”€ํ•˜์‹œ๊ธธ MySQL์—๋Š” FULL OUTER JOIN ๊ฐœ๋…์ด ์—†๋‹ค๊ณ  ํ•œ๋‹ค. LEFT JOIN๊ณผ RIGHT JOIN์„ UNION ํ•ด์•ผ ํ•œ๋‹ค๊ณ ... select a.id, b.id from tbl1 a LEFT outer join tbl2 b on a.id = b.id union all select a.id, b.id from tbl1 a right outer join tbl2 b on a.id = b.id; ์ด๊ฒŒ ๋ญ๋žŒ... join์ด ๋˜๊ธด ํ–ˆ์ง€๋งŒ ๋Œ€์ฒด ์™œ mysql์—๋Š” full outer join๊ฐœ๋…์ด ์—†๋Š”๊ฑฐ์ง€..? mariadb์—” full outer join ..
ยท[Language]/VIEW
1) ํƒœ๊ทธ ํ‚ค์›Œ๋“œ ์ •๋ฆฌ ํ”„๋ก ํŠธ์—”๋“œ ๊ฐœ๋ฐœ์ž๊ฐ€ ๋˜๋ ค๋จผ HTML, CSS, JavaScript๋ฅผ ์ž˜ ๋‹ค๋ฃฐ์ค„ ์•Œ์•„์•ผ ํ•ฉ๋‹ˆ๋‹ค. ์›น ํŽ˜์ด์ง€๋ฅผ ์‚ฌ๋žŒ์— ๋น„์œ ํ•ด๋ณด์ž๋ฉด, ๋งˆํฌ์—… ์–ธ์–ด์ธ HTML์€ ๋ชธ์˜ ๊ตฌ์กฐ(๋ผˆ, ๊ทผ์œก)๋ฅผ ๋‹ด๋‹นํ•˜๊ณ  CSS(Cascading Style Sheets ์˜ ์•ฝ์ž)๋Š” ์˜ท๊ณผ ์‹ ๋ฐœ๊ณผ ๊ฐ™์ด ์™ธ์ ์œผ๋กœ ๊พธ๋ฉฐ์ฃผ๋Š” ์—ญํ• ์„ ํ•œ๋‹ค๊ณ  ์ƒ๊ฐํ•˜๋ฉด ์ดํ•ดํ•˜๊ธฐ ์‰ฝ์Šต๋‹ˆ๋‹ค. HTML์—๋„ ์†์„ฑ์ด ์žˆ๊ณ , CSS์—๋„ ์†์„ฑ์ด ์žˆ๋Š”๋ฐ ๋‘˜์€ ๊ฐ™์ง€ ์•Š์Šต๋‹ˆ๋‹ค. HTML์˜ ์†์„ฑ์€ ์˜์–ด๋กœ attribute์ด๊ณ , CSS์˜ ์†์„ฑ์€ property์ž…๋‹ˆ๋‹ค. ๋‘˜ ๋‹ค ํ•œ๊ตญ์–ด๋กœ ๋ฒˆ์—ญํ•  ๋•Œ '์†์„ฑ'์ด๋ผ๊ณ  ํ•˜๋ฏ€๋กœ ์ž˜ ๊ตฌ๋ถ„ํ•˜์…”์•ผ ํ•ฉ๋‹ˆ๋‹ค. ์š”์†Œ์— ๊ตฌ์• ๋ฐ›์ง€ ์•Š๊ณ  ์Šคํƒ€์ผ ๊ทœ์น™์„ ์ ์šฉํ•  ๋•Œ๋Š” class ์„ ํƒ์ž์™€ id ์„ ํƒ์ž๋ฅผ ํ™œ์šฉํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์„ ํƒ์ž ์ค‘์—๋Š” ๋ฌธ์„œ์˜ ๊ตฌ..
ยท[Language]/VIEW
[CSS ์†Œ๊ฐœ] Cascading Style Sheets -HTML ๊พธ๋ฉฐ์ฃผ๋Š” ์–ธ์–ด -html : ์›นํŽ˜์ด์ง€ ์ •๋ณด ํ‘œํ˜„ | CSS : ๋””์ž์ธ http://www.csszengarden.com/ CSS Zen Garden: The Beauty of CSS Design So What is This About? There is a continuing need to show the power of CSS. The Zen Garden aims to excite, inspire, and encourage participation. To begin, view some of the existing designs in the list. Clicking on any one will load the style sheet int..
ยท[Language]/VIEW
[์ฝ˜ํ…์ธ  ๋ชจ๋ธ] metadata : ์ฝ˜ํ…์ธ  style(ํ‘œํ˜„), script(๋™์ž‘) ์„ค์ • or ๋‹ค๋ฅธ ๋ฌธ์„œ์™€์˜ ๊ด€๊ณ„ ๋“ฑ ์ •๋ณด ํฌํ•จ ์š”์†Œ -> base, link, meta, noscript, script, style, title -> ๊ตต์€ vs ์ค‘์š”ํ•œ ๊ธฐ์šธ์–ด์ง„ vs ๊ฐ•์กฐํ•˜๋Š” ๋ฐ‘์ค„์นœ vs ์ƒˆ๋กญ๊ฒŒ ์ถ”๊ฐ€๋œ ์ค‘๊ฐ„์„ ์ด ์žˆ๋Š” vs ์‚ญ์ œ๋œ [HTML5 ์‹œ๋ฉ˜ํ‹ฑ ์š”์†Œ] HTML5์—์„œ ์ƒˆ๋กœ ์ƒ๊ธด ์‹œ๋ฉ˜ํ‹ฑ ์š”์†Œ๋“ค https://developer.mozilla.org/en-US/docs/Glossary/Semantics Semantics - MDN Web Docs Glossary: Definitions of Web-related terms | MDN In programming, Semantics refers to the meani..
ยท[Etc]
VSC๋กœ HTML ๊ฐ•์˜ ๋“ค์œผ๋ฉฐ ์ฝ”๋“œ ์ž…๋ ฅํ•˜๋‹ค๊ฐ€ ์š”์†Œ ์ถ”๊ฐ€ํ•  ๋•Œ ๋“ค์—ฌ์“ฐ๊ธฐ ์ •๋ฆฌ๋ฅผ ํ•œ ๋ฒˆ์— ํ•˜๊ณ  ์‹ถ์–ด์„œ ์ฐพ์•„๋ดค๋‹ค. VSC ์ฝ”๋“œ ์ž๋™ ์ •๋ ฌ [Windows] 1. ๋ชจ๋“  ์ฝ”๋“œ ์„ ํƒ : CTRL + A 2. ์ •๋ ฌ : CTRL + K+ F 3. ์ฝ”๋“œ ์ž๋™ ์ •๋ ฌ : Shift + Alt + F [MacOS] 1. ๋ชจ๋“  ์ฝ”๋“œ ์„ ํƒ : Cmd + A 2. ์ •๋ ฌ : Cmd + K + F 3. ์ฝ”๋“œ ์ž๋™ ์ •๋ ฌ : Shift + Option + F VSC ํ™”๋ฉด ํ™•๋Œ€ / ์ถ•์†Œ [MacOS] ํ™•๋Œ€ : Shift + cmd + '+' ์ถ•์†Œ : Shift + cmd + '-' VSC ํƒ์ƒ‰๊ธฐ ํ™”๋ฉด ํ‘œ์‹œ [MacOS] cmd + B
ยท[Language]/VIEW
1) ํƒœ๊ทธ ์ •์˜ ์š”์•ฝ ๋นˆ์นธ ์ฑ„์šฐ๊ธฐ 1. ์ œ๋ชฉ(heading) ํƒœ๊ทธ๋Š” ๋ฌธ์„œ ๋‚ด์—์„œ ์ œ๋ชฉ์„ ํ‘œํ˜„ํ•  ๋•Œ ์‚ฌ์šฉํ•˜๋Š” ํƒœ๊ทธ์ž…๋‹ˆ๋‹ค. ๋ณดํ†ต ๋กœ ์ค„์—ฌ์„œ ์“ฐ๋ฉฐ ๋ ˆ๋ฒจ์— ๋”ฐ๋ผ์„œ ์ˆซ์ž๊ฐ€ ๋ถ™์Šต๋‹ˆ๋‹ค. 2. ๋‹จ๋ฝ(paragraph) ํƒœ๊ทธ๋Š” ๋ณธ๋ฌธ์— ํ•ด๋‹น๋˜๋Š” ๋‚ด์šฉ์„ ๊ฐ์Œ€ ๋•Œ ์‚ฌ์šฉํ•ฉ๋‹ˆ๋‹ค. ์ค„์—ฌ์„œ ๋กœ ์”๋‹ˆ๋‹ค. ๋ณธ๋ฌธ ๋‚ด์—์„œ ๊ฐœํ–‰์„ ํ•˜๋ ค๋ฉด ํƒœ๊ทธ๋ฅผ ์‚ฌ์šฉํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค. ๊ฐœํ–‰ ํƒœ๊ทธbr์€ ์˜์–ด๋‹จ์–ด linebreak์—์„œ ์ฐจ์šฉ๋˜์—ˆ์Šต๋‹ˆ๋‹ค. 3. ๊ธ€์ž๋ฅผ ๊ตต๊ฒŒ ํ‘œํ˜„ํ•  ๋•Œ๋Š” ํƒœ๊ทธ, ๊ธ€์ž๋ฅผ ์ดํƒค๋ฆญ์ฒด๋กœ ํ‘œํ˜„ํ•  ๋• ํƒœ๊ทธ, ๊ธ€์ž์— ๋ฐ‘์ค„์„ ์ณ์ฃผ๊ณ  ์‹ถ์„ ๋• ํƒœ๊ทธ๋ฅผ ์‚ฌ์šฉํ•˜๊ณ , ๊ธ€์ž์— ์ค‘๊ฐ„์„ ์„ ํ‘œ์‹œํ•˜๊ณ  ์‹ถ์„ ๋•Œ๋Š” ํƒœ๊ทธ๋ฅผ ์‚ฌ์šฉํ•ฉ๋‹ˆ๋‹ค. ๊ฐ ํƒœ๊ทธ๋Š” ์ˆœ์„œ๋Œ€๋กœ ์˜๋‹จ์–ด bold, italic, underline, strike ์—์„œ ์ด๋ฆ„์„ ์ฐจ์šฉํ•˜์˜€์Šต๋‹ˆ๋‹ค. 4. ์•ต์ปค(anchor) ํƒœ๊ทธ๋ฅผ ..
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[ํƒœ๊ทธ ์†Œ๊ฐœ] https://developer.mozilla.org/en-US/docs/Web/HTML/Element HTML elements reference - HTML: HyperText Markup Language | MDN This page lists all the HTML elements, which are created using tags. developer.mozilla.org http://html5doctor.com/element-index/ Element Index | HTML5 Doctor This is a quick reference of elements that are new or have been redefined in HTML5. For each element there is ..
capital bike share demand ์ง„ํ–‰ ์ค‘ error ๋ชจ์Œ์ง‘์ด๋‹ค. AttributeError: 'Series' object has no attribute 'value' [์›์ธ] 1. counts ๋’ค ( ) ์‹ค์ˆ˜๋กœ ๋น ๋œจ๋ฆผ 2. value.counts() ๊ฐ€ ์•„๋‹ˆ๋ผ value_counts()์ž„ [ํ•ด๊ฒฐ] train["dayofweek"].value_counts() TypeError: The DTypes and do not have a common DType. For example they cannot be stored in a single array unless the dtype is `object`. LR(์„ ํ˜•ํšŒ๊ท€) ๋ถ„์„์„ ์œ„ํ•ด ๋ฐ์ดํ„ฐ๋ฅผ Train, Test ์œผ๋กœ ๋ถ„๋ฆฌํ•˜๋Š” ๊ณผ์ •์—์„œ ์ƒ๊ธด ์—๋Ÿฌ์ด๋‹ค..
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