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CS-algorithm-study

ํŒ€์› ์†Œ๊ฐœ

์ด๋ฆ„ github ์•„์ด๋”” ๋‹ด๋‹น ์ฃผ์ฐจ ๋น„๊ณ 
์กฐ์„ฑํ™”(์•Œ๊ณ ) hwacho9 5,10 ์ผ๋ณธ๋Œ€ํ•™ ์œ ํ•™์ƒ(26์กธ), ์ „๊ณต์ƒ
์•ˆํ˜„์šฐ(์•Œ๊ณ ) - 4,11
์ด์žฌ์—ฝ(์•Œ๊ณ ) - 1,8
์žฅํ˜•์›(์•Œ๊ณ ) - 2,9
ํ—ˆ์šฉ์ค€ - 3
๋ฌธ์„ฑ์ฒ  - 6

1. ์—ญํ•  ์†Œ๊ฐœ

  • ๐Ÿ‘จโ€๐Ÿซ ๋ฐœํ‘œ์ž (1๋ช…)
    • ์ฃผ์š” ์—ญํ• : ํ•ด๋‹น ์ฃผ์ฐจ์˜ ์ฃผ์ œ๋ฅผ ๊ฐ€์žฅ ๊นŠ์ด ์žˆ๊ฒŒ ํ•™์Šตํ•˜์—ฌ ์Šคํ„ฐ๋””์›๋“ค์—๊ฒŒ ํ•ต์‹ฌ ๋‚ด์šฉ์„ ๋ฐœํ‘œํ•˜๊ณ  ์„ค๋ช…ํ•ฉ๋‹ˆ๋‹ค.
    • ์ด๋ ‡๊ฒŒ ์ค€๋น„ํ•ด์ฃผ์„ธ์š”!
      • ์Šคํ„ฐ๋””์›๋“ค์ด ์ดํ•ดํ•˜๊ธฐ ์‰ฝ๋„๋ก ๋ฐœํ‘œ ์ž๋ฃŒ(PPT, Notion, ๋งˆํฌ๋‹ค์šด ๋“ฑ)๋ฅผ ์ค€๋น„ํ•ฉ๋‹ˆ๋‹ค.
      • ๋ ˆํฌ์ง€ํ† ๋ฆฌ์— ๋ฐœํ‘œ ์ž๋ฃŒ๋ฅผ ์˜ฌ๋ฆฝ๋‹ˆ๋‹ค.
      • ๋‹จ์ˆœ ์ •๋ณด ๋‚˜์—ด์ด ์•„๋‹Œ, "์™œ ์ด๊ฒƒ์ด ์ค‘์š”ํ•œ๊ฐ€?"์— ์ดˆ์ ์„ ๋งž์ถฐ ์„ค๋ช…ํ•ฉ๋‹ˆ๋‹ค.
  • ๐Ÿค” ํ† ๋ก /์งˆ๋ฌธ์ž (6๋ช…)
    • ์ฃผ์š” ์—ญํ• : ๋ฐœํ‘œ ๋‚ด์šฉ์„ ๋“ค์œผ๋ฉฐ ๋น„ํŒ์ ์ธ ์‹œ๊ฐ์œผ๋กœ ์งˆ๋ฌธ์„ ๋˜์ง€๊ณ , ์ž์œ ๋กœ์šด ํ† ๋ก ์„ ์ด๋Œ์–ด๋ƒ…๋‹ˆ๋‹ค. ์Šคํ„ฐ๋””์˜ ๊นŠ์ด๋ฅผ ๋”ํ•˜๋Š” ์—ญํ• ์ž…๋‹ˆ๋‹ค.
    • ์ด๋ ‡๊ฒŒ ์ค€๋น„ํ•ด์ฃผ์„ธ์š”!
      • ๋ฐœํ‘œ ์ฃผ์ œ๋ฅผ ๋ฏธ๋ฆฌ ํ•™์Šตํ•˜๊ณ , ์งˆ๋ฌธ์„ ์ตœ์†Œ 2๊ฐœ ์ด์ƒ ์ค€๋น„ํ•ฉ๋‹ˆ๋‹ค.

2. ์ฃผ๊ฐ„ ์Šคํ„ฐ๋”” ์ง„ํ–‰ ์ˆœ์„œ

  1. ์•Œ๊ณ ๋ฆฌ์ฆ˜ ๋ฌธ์ œ ํ’€์ด(์•Œ๊ณ ๋ฆฌ์ฆ˜ ํ’€์ด ์ฐธ๊ฐ€์ž๋งŒ) : ์•Œ๊ณ ๋ฆฌ์ฆ˜ ๋ฌธ์ œ๋ฅผ ํ’€๊ณ , ์ฝ”๋“œ๋ฅผ ๊ณต์œ ํ•ฉ๋‹ˆ๋‹ค.
  2. ๋ฐœํ‘œ : 2๋ช…์˜ ๋ฐœํ‘œ์ž๊ฐ€ ์ค€๋น„ํ•œ ๋‚ด์šฉ์„ ์„ค๋ช…ํ•ฉ๋‹ˆ๋‹ค.
  3. ์‹ฌ์ธต ํ† ๋ก  ๋ฐ Q&A : 5๋ช…์˜ ํ† ๋ก ์ž๊ฐ€ ์ค€๋น„ํ•œ ์งˆ๋ฌธ์„ ์ค‘์‹ฌ์œผ๋กœ ๋ชจ๋“  ์Šคํ„ฐ๋””์›์ด ์ž์œ ๋กญ๊ฒŒ ์˜๊ฒฌ์„ ๋‚˜๋ˆ•๋‹ˆ๋‹ค.
  4. ์ •๋ฆฌ ๋ฐ ๋งˆ๋ฌด๋ฆฌ : ๋‹ค์Œ ์ฃผ ์ฃผ์ œ์™€ ์—ญํ•  ๋‹ด๋‹น์ž๋ฅผ ๊ณต์ง€ํ•˜๋ฉฐ ๋งˆ๋ฌด๋ฆฌํ•ฉ๋‹ˆ๋‹ค.

๐Ÿ“š ์ „์ฒด ์ปค๋ฆฌํ˜๋Ÿผ (์ˆ˜์ • ํ•  ์ˆ˜๋„ ์žˆ์Šต๋‹ˆ๋‹ค.)

๋‚ ์งœ ๋ฐœํ‘œ์ž ์ฃผ์ฐจ ๋Œ€์ฃผ์ œ ์ฃผ์ฐจ๋ณ„ ์„ธ๋ถ€ ์ฃผ์ œ
- ์žฌ์—ฝ 1์ฃผ์ฐจ ์ž๋ฃŒ๊ตฌ์กฐ ์‹œ๊ฐ„๋ณต์žก๋„(Big-O), ๋ฐฐ์—ด, ์—ฐ๊ฒฐ ๋ฆฌ์ŠคํŠธ, ์Šคํƒ, ํ
- ํ˜•์› 2์ฃผ์ฐจ ์ž๋ฃŒ๊ตฌ์กฐ ํ•ด์‹œ ํ…Œ์ด๋ธ”(์ถฉ๋Œ ํ•ด๊ฒฐ ๋ฐฉ๋ฒ• ํฌํ•จ), ํŠธ๋ฆฌ, ํž™
- ์„ฑํ™” 3์ฃผ์ฐจ ์ž๋ฃŒ๊ตฌ์กฐ ๊ทธ๋ž˜ํ”„(DFS/BFS ๊ธฐ๋ณธ ํƒ์ƒ‰), ๊ฐ ์ž๋ฃŒ๊ตฌ์กฐ๋ณ„ ์‹œ๊ฐ„๋ณต์žก๋„ ์ด์ •๋ฆฌํ‘œ ๋ฐ ์‹ค์Šต
- ํ˜„์šฐ 4์ฃผ์ฐจ ๋„คํŠธ์›Œํฌ OSI 7๊ณ„์ธต vs TCP/IP 4๊ณ„์ธต, TCP์™€ UDP, 3-way-handshake
1/11 ์šฉ์ค€ 5์ฃผ์ฐจ ๋„คํŠธ์›Œํฌ HTTP/HTTPS, REST API, CDNยทCachingยทReverse Proxy (์‹ค๋ฌด ์„œ๋น„์Šค ์„ค๊ณ„)
1/25 ์žฌ์—ฝ 6์ฃผ์ฐจ ์šด์˜์ฒด์ œ ํ”„๋กœ์„ธ์Šค vs ์Šค๋ ˆ๋“œ, CPU ์Šค์ผ€์ค„๋ง ์•Œ๊ณ ๋ฆฌ์ฆ˜
2/1 ์žฌ์—ฝ 7์ฃผ์ฐจ ์šด์˜์ฒด์ œ ๋ฉ”๋ชจ๋ฆฌ ๊ด€๋ฆฌ(ํŽ˜์ด์ง•ยท์„ธ๊ทธ๋จผํ…Œ์ด์…˜), ์Šค๋ ˆ๋“œ ๋™๊ธฐํ™”(์„ธ๋งˆํฌ์–ดยท๋ฎคํ…์Šค), ๊ต์ฐฉ์ƒํƒœ(Deadlock) ๋ฐœ์ƒ ์กฐ๊ฑด ๋ฐ ํ•ด๊ฒฐ ๋ฐฉ๋ฒ•
2/8 ํ˜•์› 8์ฃผ์ฐจ ๋ฐ์ดํ„ฐ๋ฒ ์ด์Šค ๊ด€๊ณ„ํ˜• ๋ฐ์ดํ„ฐ๋ฒ ์ด์Šค, ์ •๊ทœํ™”, ํŠธ๋žœ์žญ์…˜(ACID), ๊ฒฉ๋ฆฌ ์ˆ˜์ค€
2/15 ์„ฑํ™” 9์ฃผ์ฐจ ๋ฐ์ดํ„ฐ๋ฒ ์ด์Šค ์ธ๋ฑ์Šค ์›๋ฆฌ(B-Tree ๋“ฑ), SQL ์ตœ์ ํ™”, ์‹คํ–‰ ๊ณ„ํš ๋ถ„์„
2/22 ํ˜„์šฐ 10์ฃผ์ฐจ ๋””์ž์ธ ํŒจํ„ด ๋””์ž์ธ ํŒจํ„ด์˜ ๊ฐœ๋…๊ณผ ํ•„์š”์„ฑ, ์‹ฑ๊ธ€ํ†คยทํŒฉํ† ๋ฆฌยท์ŠคํŠธ๋ž˜ํ‹ฐ์ง€ ํŒจํ„ด
3/1 ์šฉ์ค€ 11์ฃผ์ฐจ ๋””์ž์ธ ํŒจํ„ด ์˜ต์ €๋ฒ„ยทํ”„๋ก์‹œ ํŒจํ„ด, MVCยทMVVM ๋“ฑ ์•„ํ‚คํ…์ฒ˜ ํŒจํ„ด
3/8 - 12์ฃผ์ฐจ ์ข…ํ•ฉ ์ •๋ฆฌ ์ „ ์ฃผ์ฐจ ํ•ต์‹ฌ ๋ณต์Šต ๋ฐ CS ๊ธฐ์ˆ  ๋ฉด์ ‘ ๋Œ€๋น„, ์‹ค์Šต ๊ณผ์ œ ๋˜๋Š” ๋ฏธ๋‹ˆ ํ”„๋กœ์ ํŠธ ๋ฐœํ‘œ

์ฐธ๊ณ  ์ž๋ฃŒ

https://github.com/VSFe/Tech-Interview

๋ถ„์•ผ ๊ต์žฌ/์ฐธ๊ณ  ์‚ฌ์ดํŠธ
์ž๋ฃŒ๊ตฌ์กฐ ใ€Ž์ด๊ฒƒ์ด ์ฝ”๋”ฉํ…Œ์ŠคํŠธ๋‹คใ€,
๋„คํŠธ์›Œํฌ
์šด์˜์ฒด์ œ ใ€Ž์šด์˜์ฒด์ œ ๊ณต๋ฃก์ฑ…(Operating System Concepts)ใ€
DB
๋””์ž์ธํŒจํ„ด

์•Œ๊ณ ๋ฆฌ์ฆ˜

๐Ÿ”น ็ฌฌ1้€ฑ: ๅŸบๆœฌๆฆ‚ๅฟต & ้…ๅˆ—ๆŽข็ดข

  • ๐Ÿ“Œ ็†่ซ–ๅญฆ็ฟ’: Arrays & Hashing (ใƒใƒƒใ‚ทใƒฅใ€้…ๅˆ—ๆŽข็ดขใฎๆ‰‹ๆณ•)

    ใ‚นใ‚ฏใƒชใƒผใƒณใ‚ทใƒงใƒƒใƒˆ 2025-03-05 17.06.26.png

๐Ÿ“Œ ๅ•้กŒๆผ”็ฟ’:

  1. https://leetcode.com/problems/contains-duplicate/description/
  2. https://leetcode.com/problems/valid-anagram/description/
  3. https://leetcode.com/problems/two-sum/description/
  4. https://leetcode.com/problems/group-anagrams/description/
  5. https://leetcode.com/problems/top-k-frequent-elements/description/
  6. https://leetcode.com/problems/encode-and-decode-tinyurl/description/
  7. https://leetcode.com/problems/product-of-array-except-self/description/
  8. https://leetcode.com/problems/valid-sudoku/description/
  9. https://leetcode.com/problems/longest-consecutive-sequence/description/
  • ่ฟฝๅŠ ๅ•้กŒ: Leetcode75

๐Ÿ”น ็ฌฌ2้€ฑ: ใƒ„ใƒผใƒใ‚คใƒณใ‚ฟใƒผ & ใ‚นใ‚ฟใƒƒใ‚ฏ

๐Ÿ“Œ ็†่ซ–ๅญฆ็ฟ’: Two Pointers & Stack (Slow/Fast, LIFO)

๐Ÿ“Œ ๅ•้กŒๆผ”็ฟ’:


๐Ÿ”น ็ฌฌ3้€ฑ: ไบŒๅˆ†ๆŽข็ดข & ใ‚นใƒฉใ‚คใƒ‡ใ‚ฃใƒณใ‚ฐใ‚ฆใ‚ฃใƒณใƒ‰ใ‚ฆ

๐Ÿ“Œ ็†่ซ–ๅญฆ็ฟ’: Binary Search (Lower/Upper Bound)ใ€Sliding Window

๐Ÿ“Œ ๅ•้กŒๆผ”็ฟ’:


๐Ÿ”— Google Meet


๐Ÿ’ก ๊ธฐํƒ€ ๊ทœ์น™ ๋ฐ ์•ฝ์†

  • ์†Œํ†ต ์ฑ„๋„: ์Šฌ๋ž™ (๊ณต์ง€ ๋ฐ ๋น ๋ฅธ ์†Œํ†ต), Github (์Šคํ„ฐ๋”” ์ž๋ฃŒ ์•„์นด์ด๋น™)
  • ์Šคํ„ฐ๋”” ์‹œ๊ฐ„: ๋งค์ฃผ ์ผ์š”์ผ 10:00 (Asia/Tokyo)
  • ๊ธฐ๋ณธ ๊ทœ์น™: ์ •ํ•ด์ง„ ์—ญํ• ์€ ์ฑ…์ž„๊ฐ์„ ๊ฐ€์ง€๊ณ  ์ˆ˜ํ–‰ํ•ฉ๋‹ˆ๋‹ค. ๋ถˆ์ฐธ ์‹œ ์ตœ์†Œ ํ•˜๋ฃจ ์ „๊นŒ์ง€๋Š” ๋ฏธ๋ฆฌ ๊ณต์œ ํ•˜๊ธฐ!
  • ๋ฐœํ‘œ ์ž๋ฃŒ ์˜ฌ๋ฆฌ๊ธฐ: ๋ฐœํ‘œ ์ž๋ฃŒ๋ฅผ Github์— ์˜ฌ๋ฆฝ๋‹ˆ๋‹ค.
  • ์งˆ๋ฌธ ์ค€๋น„: ๋ฐœํ‘œ ์ฃผ์ œ๋ฅผ ๋ฏธ๋ฆฌ ํ•™์Šตํ•˜๊ณ , ์งˆ๋ฌธ์„ ์ตœ์†Œ 2๊ฐœ ์ด์ƒ ์ค€๋น„ํ•ฉ๋‹ˆ๋‹ค.
  • ํ† ๋ก  ์ค€๋น„: ๋ฐœํ‘œ ๋‚ด์šฉ์„ ๋“ค์œผ๋ฉฐ ๋น„ํŒ์ ์ธ ์‹œ๊ฐ์œผ๋กœ ์งˆ๋ฌธ์„ ๋˜์ง€๊ณ , ์ž์œ ๋กœ์šด ํ† ๋ก ์„ ์ด๋Œ์–ด๋ƒ…๋‹ˆ๋‹ค.
  • ์ •๋ฆฌ ๋ฐ ๋งˆ๋ฌด๋ฆฌ: ๋‹ค์Œ ์ฃผ ์ฃผ์ œ์™€ ์—ญํ•  ๋‹ด๋‹น์ž๋ฅผ ๊ณต์ง€ํ•˜๋ฉฐ ๋งˆ๋ฌด๋ฆฌํ•ฉ๋‹ˆ๋‹ค.