Tag: Python
-
Building Your First Upbit Trading Bot: Setup and Authentication
Fix Upbit JWT authentication errors before they drain your account. PyJWT version gotchas and safe testing strategies included.
-
์ฝ๋ฉํ ์คํธ ์๋ฒฝ ๋๋น ๊ฐ์ด๋: ์๊ณ ๋ฆฌ์ฆ ์ ํ๋ถํฐ ๋ฌธ์ ํ์ด ์ ๋ต๊น์ง
Solve Two Sum in O(n) with hash maps instead of O(nยฒ) brute force. Compare 3 approaches with time complexity proof and LeetCode patterns.
-
Python ์ด์์น ํ์ง: IQR, Z-Score, Isolation Forest ๋น๊ต
IQR vs Z-Score vs Isolation Forest vs DBSCAN for outlier detection. Real performance numbers and when to use each method in production.
-
Python Poetry์์ uv๋ก ๋ง์ด๊ทธ๋ ์ด์ ์์ ๊ฐ์ด๋: ํจํค์ง ๊ด๋ฆฌ ์๋๋ฅผ 10๋ฐฐ ๋์ด๋ ์ค์ ์ ํ ๋ฐฉ๋ฒ
Migrate Poetry to uv and cut package install time by 10x. Step-by-step pyproject.toml conversion plus CI/CD updates included.
-
๊ทธ๋ฆฌ๋ ์๊ณ ๋ฆฌ์ฆ ์๋ฒฝ ์ ๋ฆฌ – ํ๋ ์ ํ, ํ์์ค ๋ฐฐ์ ๋ฑ ์ฝ๋ฉํ ์คํธ ํ์ ์ ํ ํ์ด
Greedy algorithms decoded: solve activity selection, meeting rooms, and coin change in O(n log n). Spot the 3 cases where greedy fails.
-
Python ์ ๋๋ ์ดํฐ์ yield ์์ ์ ๋ณต: ๋ฉ๋ชจ๋ฆฌ ํจ์จ์ ์ธ ๋์ฉ๋ ๋ฐ์ดํฐ ์ฒ๋ฆฌ ํจํด๊ณผ ์ค์ ์์
Python generators cut memory usage by 4 million times. Process giant files, build data pipelines, and handle infinite sequences with yield.
-
Real-Time Stock Dashboard with FastAPI and WebSockets
Build a FastAPI WebSocket dashboard handling 500+ live connections on $5/month. No polling, real-time updates, production-ready code included.
-
Portfolio Optimization with Modern Portfolio Theory
Compare mean-variance vs risk parity with real S&P 500 data. Includes Ledoit-Wolf covariance fix and backtest results you can reproduce.