๋ณธ๋ฌธ ๋ฐ”๋กœ๊ฐ€๊ธฐ
Data Engineering

๋ฐ์ดํ„ฐ ์—”์ง€๋‹ˆ์–ด๋ง

by ํ–‰๋ฑ 2021. 12. 20.

๋…ธ๋งˆ๋“œ์ฝ”๋” ํด๋ก ์ฝ”๋”ฉ

Roadmap: https://nomadcoders.co/roadmap

Python์œผ๋กœ ์›น ์Šคํฌ๋ž˜ํผ ๋งŒ๋“ค๊ธฐ (๋ฌด๋ฃŒ): https://nomadcoders.co/python-for-beginners

Airbnb ํด๋ก ์ฝ”๋”ฉ: https://nomadcoders.co/airbnb-clone

Python ์›น ์Šคํฌ๋ž˜ํผ๋กœ ํฅ๋ฏธ ๋‹์šฐ๋ฉด์„œ ์›น ํฌ๋กค๋ง ์‹œ์ž‘ํ•ด๋„ ๊ดœ์ฐฎ์„ ๊ฒƒ ๊ฐ™์Œ (๋ฐ์ดํ„ฐ ์ชฝ)
์žฌ๋ฏธ ์œ„์ฃผ๋กœ Full-stack ์„œ๋น„์Šค ๊ฒฝํ—˜ํ•ด๋ณด๋ ค๋ฉด ํด๋ก ์ฝ”๋”ฉ์ด ๊ดœ์ฐฎ์„ ๊ฒƒ ๊ฐ™์Œ

 

ํ”„๋กœ๊ทธ๋ž˜๋จธ์Šค ์‹ค๋ฆฌ์ฝ˜๋ฐธ๋ฆฌ์—์„œ ๋‚ ์•„์˜จ ๋ฐ์ดํ„ฐ ์—”์ง€๋‹ˆ์–ด๋ง ์Šคํƒ€ํ„ฐ ํ‚คํŠธ with Python (6๋งŒ์›)

https://programmers.co.kr/learn/courses/12916#introduction

6์ฃผ๊ฐ„ ์ง„ํ–‰๋˜๋Š” ์Šคํ„ฐ๋””๋กœ ์˜จ๋ผ์ธ ๋ฏธํŒ… ์„ธ์…˜๋„ ์žˆ์Œ
๋ฐ์ดํ„ฐ ํŒ€, DW, ๊ณ ๊ธ‰SQL, ETL, Airflow ๋“ฑ์„ ๋‹ค๋ฃจ๋Š”๋ฐ ์ปค๋ฆฌํ˜๋Ÿผ์ด ๊ดœ์ฐฎ์„ ๊ฒƒ ๊ฐ™์Œ
์Šคํ„ฐ๋”” 6๊ธฐ๊ฐ€ 12/18 ๋งˆ๊ฐ๋˜์–ด์„œ 7๊ธฐ๋ฅผ ๊ธฐ๋‹ค๋ ค์•ผ ํ•จ (์•Œ๋ฆผ ์‹ ์ฒญํ•จ)

 

Udemy Haddop: ์ตœ๊ณ ์˜ ํ•˜๋‘ก ์‹ค์Šต์œผ๋กœ ๋น… ๋ฐ์ดํ„ฐ ๊ธธ๋“ค์ด๊ธฐ!

https://www.udemy.com/course/best-hadoop/ (15,000์› ~12/21 + ํ•œ๊ธ€์ž๋ง‰ ์žˆ์Œ)

https://samsungu.udemy.com/course/the-ultimate-hands-on-hadoop-tame-your-big-data/ (ํšŒ์‚ฌ ๋ผ์ด์„ผ์Šค๋กœ ๋ฌด๋ฃŒ + ์˜์–ด์ž๋ง‰๋งŒ ์žˆ์Œ)

์ฐพ์•„๋ณด๋‹ˆ ์œ ๋ฐ๋ฏธ ๊ฐ•์˜๋ฅผ ์ถ”์ฒœํ•˜๋Š” ๊ฒฝ์šฐ๊ฐ€ ๋งŽ์Œ
์œ ๋ฐ๋ฏธ์—์„œ ๋ฐ์ดํ„ฐ ์—”์ง€๋‹ˆ์–ด๋ง ๊ด€๋ จ ๊ธ€๋กœ๋ฒŒ ๋ฒ ์ŠคํŠธ ๊ฐ•์˜์ž„

 

 

๊ธฐํƒ€)

ํ† ์ดํ”„๋กœ์ ํŠธ ๋ชจ์•„๋ณด๊ธฐ

https://devfolio.kr/

 

DevFoliOh! - ๊ฐœ๋ฐœ์ž ํ† ์ดํ”„๋กœ์ ํŠธ ๋ชจ์•„๋ณด๊ธฐ ์„œ๋น„์Šค

์˜ํ™”/TV ์†Œ์…œ๋ฏธ๋””์–ด ์•ฑ Popcorn์€ MERNG ์Šคํƒ(MongoDb, Express.js, React.js, Node.js, GraphQL)์„ ์‚ฌ์šฉํ•˜๋Š” ์˜ํ™” ๋ฐ TV ํ”„๋กœ๊ทธ๋žจ์šฉ ์†Œ์…œ ๋ฏธ๋””์–ด ์•ฑ์ž…๋‹ˆ๋‹ค. ์‚ฌ์šฉ์ž๋Š” TV ์‹œ๋ฆฌ์ฆˆ ๋ฐ ์˜ํ™”์™€ ๊ด€๋ จ๋œ ๊ฒŒ์‹œ๋ฌผ์„ ์ž‘์„ฑํ•˜๊ณ 

devfolio.kr

 

์‹ค๋ฆฌ์ฝ˜๋ฐธ๋ฆฌ์—์„œ ๋‚ ์•„์˜จ ๋ฐ์ดํ„ฐ ํŠน๊ฐ• ์ฐธ๊ณ  ์ž๋ฃŒ

https://docs.google.com/document/d/1fbVmOtdRQlbk1wJCXiIrozMinoSoy0jZyAVN0n5vYEU/edit

 

์‹ค๋ฆฌ์ฝ˜๋ฐธ๋ฆฌ์—์„œ ๋‚ ์•„์˜จ ๋ฐ์ดํ„ฐ ํŠน๊ฐ• ์ฐธ๊ณ  ์ž๋ฃŒ ๋งํฌ

๋ฐ์ดํ„ฐ ์ง๊ตฐ๋ณ„ ์Šคํ‚ฌ ๋กœ๋“œ๋งต ์ปค๋ฆฌ์–ด ๊ด€๋ จ ์งˆ๋ฌธ๋“ค ๋ฐ์ดํ„ฐ ์ง๊ตฐ๋ณ„ ์Šคํ‚ฌ ๋กœ๋“œ๋งต ๋ฐ์ดํ„ฐ ์—”์ง€๋‹ˆ์–ด https://github.com/datastacktv/data-engineer-roadmap ๋ฐ์ดํ„ฐ ๋ถ„์„๊ฐ€: https://medium.com/analytics-vidhya/data-analyst-roadmap-e

docs.google.com

 

KakaoTech ๋ฐ์ดํ„ฐ์—”์ง€๋‹ˆ์–ด๋ง์ด๋ž€

https://tech.kakao.com/2020/11/30/kakao-data-engineering/

 

๋ฐ์ดํ„ฐ ์—”์ง€๋‹ˆ์–ด๋ง์ด๋ž€

์•ˆ๋…•ํ•˜์„ธ์š”, ๋ฐ์ดํ„ฐ์ •๋ณดํ”Œ๋žซํผํŒ€ kenny์ž…๋‹ˆ๋‹ค.์นด์นด์˜ค๋Š” ๋งค๋…„ ์‹ ์ž… ๊ฐœ๋ฐœ์ž ๊ณต์ฑ„์™€ ์ธํ„ด ํ”„๋กœ๊ทธ๋žจ์„ ์ง„ํ–‰ํ•ฉ๋‹ˆ๋‹ค. ์นด์นด์˜ค ๊ทธ๋ฆฌ๊ณ  ๋ฐ์ดํ„ฐ ์—”์ง€๋‹ˆ์–ด๋ง์— ๊ด€์‹ฌ ์žˆ๋Š” ์ฃผ๋‹ˆ์–ด ๊ฐœ๋ฐœ์ž ๋˜๋Š” ์˜ˆ๋น„ ๊ฐœ๋ฐœ์ž๋ถ„

tech.kakao.com

 

๋Œ“๊ธ€