Coding & AI Resources
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βœ… Programming Roadmap for Beginners (2025) πŸ’»πŸ§ 

1. Choose Your First Language
⦁ Python is the top pick for beginnersβ€”simple syntax and versatile (web, AI, automation)
⦁ JavaScript is great if you want web development skills fast
⦁ Others: Lua, Ruby, Kotlin for different tastes and goals

2. Set Up Your Environment
⦁ Install VS Code, Python from python.org, or use online editors like Replit for no-install coding

3. Learn Core Concepts
⦁ Variables, data types, operators
⦁ Control flow: if/else, loops
⦁ Functions to write reusable code

4. Understand Data Structures
⦁ Lists/arrays, dictionaries/objects
⦁ Basic operations: add, remove, search

5. Practice Projects
⦁ Build small things: calculator, to-do app, simple games

6. Debugging & Best Practices
⦁ Use print/debugger tools
⦁ Write clean, commented, readable code

7. Expand Skills Gradually
⦁ Learn OOP (Object-Oriented Programming)
⦁ Explore frameworks (React for JS, Django for Python)
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10 Websites Every Developer & AI Enthusiast Should Bookmark

βœ… roadmap.sh – Step-by-step learning paths for devs
βœ… paperswithcode.com – Browse ML research with code implementations
βœ… devdocs.io – Offline access to all developer documentation
βœ… excalidraw.com – Create whiteboard-style diagrams for planning
βœ… codewars.com – Improve coding skills with challenges
βœ… vectara.com – Build RAG apps with AI-powered search
βœ… openai.com/blog – Stay updated with the latest AI research
βœ… learnprompting.org – Master the art of prompt engineering
βœ… datasimplifier.com – Free Data Science & Analytics Resources
βœ… hackertarget.com – Useful for cybersecurity testing tools

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