TildAlice – Tech Blog for Developers
Python, AI, Deep Learning, Data Analysis, Computer Vision, Reinforcement Learning โ tips and tutorials
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FastAPI์ Pydantic v2: ํ์ ์์ ์ฑ๊ณผ ์ฑ๋ฅ์ ๊ทน๋ํํ๋ ๊ฒ์ฆ ํจํด 5๊ฐ์ง
5 Pydantic v2 patterns that make FastAPI 50x faster: custom validators, discriminated unions, and strict mode. Benchmarks included.
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Python ์๋ฌ ํด๋ : TypeError, ValueError ๋๋ฒ๊น ๊ฐ์ด๋
Debug TypeError, ValueError, AttributeError in seconds: real stack traces decoded with fixes. Runtime errors Python beginners hit daily.
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Python ์ด๋ณด ์๋ฌ 7๊ฐ์ง: SyntaxError๋ถํฐ NameError๊น์ง
Fix the 7 Python errors every beginner hits in their first week: SyntaxError, IndentationError, NameError decoded with side-by-side fixes.
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Claude Code in Production: Best Practices and Automation
Claude Code CLI in production: quota fallback strategy, server-side KaTeX, and why it costs 94% less than API calls. Real numbers included.
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Advanced Claude Code: Multi-Agent Workflows and Skills
Multi-agent pipelines in Claude Code solve the 200K token context wall. Here's how to chain agents without losing state or burning tokens.
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Claude Code: AI-Powered Dev in Your Terminal
Claude Code runs AI in your terminal with full filesystem access. After 3 months in production: what breaks, what scales, what's worth it.
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GAN์ผ๋ก ์๋ ๊ณ ์ฅ ๋ฐ์ดํฐ ์ฆ๊ฐํ๊ธฐ: CWRU ๋ฒ ์ด๋ง ๋ฐ์ดํฐ์ ์ด์ ํ์ง ์ ํ๋ ๊ฐ์ ์คํ
GAN data augmentation boosted bearing fault detection accuracy from 72% to 89% on CWRU dataset. Here's the exact preprocessing pipeline.
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Pandas DataFrame ์๋ฒฝ ๊ฐ์ด๋: ๋ฐ์ดํฐ ๋ถ์ ๊ธฐ์ด๋ถํฐ ์ค๋ฌด ํ์ฉ๊น์ง
Pandas DataFrame operations that actually matter: merge strategies, groupby pitfalls, and memory optimization tricks for 100M+ row datasets.