Python Data Analysis: A Field-Tested Workflow for Developers
A developer-focused guide to Python data analysis: the essential libraries (Pandas, NumPy, Scikit-learn), a 7-step workflow, and best practices for reproducible
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Articles by Tomas Laurinavicius
Tomas is a self-taught developer who builds software products with AI, ships open-source tools including Bordful, and runs Laupix, a fully autonomous code-first company with zero human employees. He works with Next.js, Python and PostgreSQL daily.
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Python Web Scraping: From First Request to Production Pipeline
Python web scraping guide covering requests, BeautifulSoup, Scrapy, and Playwright with working code examples, anti-bot strategies, and production workflows.
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LangChain is the leading open-source Python framework for building LLM-powered applications. This guide covers LCEL, RAG pipelines, agents, LangGraph, LangSmith
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Python Basics: What to Learn First (and What You Can Skip)
Learn Python from scratch: core concepts, environment setup, best free resources, common beginner mistakes, and where Python skills can take your career.
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