DACON DACrew 2๊ธฐ_Day-thon๐ŸŒž

๊ฑฐ๋ถ€๊ธฐยท2022๋…„ 5์›” 23์ผ

๐ŸŒžDACON Day-thon

๋ชฉ๋ก ๋ณด๊ธฐ
2/5
post-thumbnail

DACON ๋‚ด ํ”„๋กœํ•„๐Ÿข

๋ฐ์ด์ฝ˜์€ ์‹ ๊ธฐํ•˜๊ฒŒ, ๊ณต๋ถ€ํ•œ ๋‚ด์šฉ์„ ์ฝ˜ํ…์ธ ํ™”ํ•ด์„œ ์˜ฌ๋ฆด ๋•Œ ํŒ€์žฅ ๊ฒŒ์‹œ๊ธ€๋กœ๋งŒ ์˜ฌ๋ ค์•ผ ํ•œ๋‹ค.
๊ทธ๋ž˜์„œ ๋‚˜๋Š” ๊ณ„์ •์€ ๋งŒ๋“ค์—ˆ์ง€๋งŒ ์•„์ง ํ™œ๋™์€ ์•„๋ฌด๊ฒƒ๋„ ์—†๋Š” ์ƒํƒœ๋‹ค.

๋‹ค์Œ์œผ๋กœ ํ˜„์žฌ ํ™œ๋™ํ•˜๊ณ  ์žˆ๋Š” Day-thon๐ŸŒž ๊ฒŒ์‹œ๊ธ€ ๋งํฌ๋ฅผ ์ •๋ฆฌํ•ด๋‘๊ฒ ๋‹ค.
๋ฐ์ดํ„ฐ ๋ถ„์„ or Python์˜ ๊ธฐ์ดˆ๋ฅผ ๊ณต๋ถ€ํ•˜๋Š” ๋ถ„๋“ค์ด ์ฐธ๊ณ ํ•˜๋ฉด ์ข‹์„ ๊ฒƒ ๊ฐ™๋‹ค๐Ÿ‘€



[ Day-thon๐ŸŒž_Python์œผ๋กœ ์‹œ์ž‘ํ•˜๋Š” ๋ฐ์ดํ„ฐ ๋ถ„์„ ์‚ฌ์šฉ ์„ค๋ช…์„œ ]

๐Ÿ‘‰ ํŒ€ ์†Œ๊ฐœ๊ธ€
[๋ฐ์ด์ฌโ˜€๏ธ_0ํŽธ] Python์œผ๋กœ ์‹œ์ž‘ํ•˜๋Š” ๋ฐ์ดํ„ฐ ๋ถ„์„ ์‚ฌ์šฉ ์„ค๋ช…์„œ

๐Ÿ‘‰ ๋ฐ์ดํ„ฐ ๋ถ„์„์˜ ๊ธฐ์ดˆ ๊ฐœ๋…
[๋ฐ์ด์ฌโ˜€๏ธ_1ํŽธ] โœ๏ธ ๋ฐ์ดํ„ฐ ๋ถ„์„ ์‚ฌ์šฉ ์„ค๋ช…์„œ

๐Ÿ‘‰ ๋ฐ์ดํ„ฐ ๋ถ„์„์˜ ๊ธฐ์ดˆ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ
[๋ฐ์ด์ฌโ˜€๏ธ_2ํŽธ] ๐Ÿ“– ๊ธฐ์ดˆ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ ์‚ฌ์šฉ ์„ค๋ช…์„œ (1) - Numpy
[๋ฐ์ด์ฌโ˜€๏ธ_2ํŽธ] ๐Ÿ“– ๊ธฐ์ดˆ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ ์‚ฌ์šฉ ์„ค๋ช…์„œ (2) - Pandas
[๋ฐ์ด์ฌโ˜€๏ธ_2ํŽธ] ๐Ÿ“– ๊ธฐ์ดˆ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ ์‚ฌ์šฉ ์„ค๋ช…์„œ (3) - Scikit-learn

๐Ÿ‘‰ EDA (ํƒ์ƒ‰์  ๋ฐ์ดํ„ฐ ๋ถ„์„)
[๋ฐ์ด์ฌโ˜€๏ธ_3ํŽธ] ๐Ÿ”EDA (ํƒ์ƒ‰์  ๋ฐ์ดํ„ฐ ๋ถ„์„) ์‚ฌ์šฉ ์„ค๋ช…์„œ (1) - EDA & ํ†ต๊ณ„์น˜ ๋ถ„์„
[๋ฐ์ด์ฌโ˜€๏ธ_3ํŽธ] ๐Ÿ” EDA(ํƒ์ƒ‰์  ๋ฐ์ดํ„ฐ ๋ถ„์„) ์‚ฌ์šฉ ์„ค๋ช…์„œ (2) - Matplotlib
[๋ฐ์ด์ฌโ˜€๏ธ_3ํŽธ] ๐Ÿ” EDA(ํƒ์ƒ‰์  ๋ฐ์ดํ„ฐ ๋ถ„์„) ์‚ฌ์šฉ ์„ค๋ช…์„œ (3) - Seaborn
[๋ฐ์ด์ฌโ˜€๏ธ_3ํŽธ] ๐Ÿ” EDA(ํƒ์ƒ‰์  ๋ฐ์ดํ„ฐ ๋ถ„์„) ์‚ฌ์šฉ ์„ค๋ช…์„œ (4) - Plotly
[๋ฐ์ด์ฌโ˜€๏ธ_3ํŽธ] ๐Ÿ” EDA(ํƒ์ƒ‰์  ๋ฐ์ดํ„ฐ ๋ถ„์„) ์‚ฌ์šฉ ์„ค๋ช…์„œ (5) - Cufflinks

๐Ÿ‘‰ ์ „์ฒ˜๋ฆฌ
[๋ฐ์ด์ฌโ˜€๏ธ_4ํŽธ] ๐Ÿ›  ์ „์ฒ˜๋ฆฌ ์‚ฌ์šฉ ์„ค๋ช…์„œ

๐Ÿ‘‰ ๋ชจ๋ธ๋ง
[๋ฐ์ด์ฌโ˜€๏ธ_5ํŽธ] ๐Ÿ”ง ๋ชจ๋ธ๋ง ์‚ฌ์šฉ ์„ค๋ช…์„œ (1) - Linear Regression

profile
๋А๋ฆฌ์ง€๋งŒ ํ™•์‹คํ•˜๊ฒŒ

0๊ฐœ์˜ ๋Œ“๊ธ€