✅ Programming Roadmap for Beginners (2025) 💻🧠

1. Choose Your First Language
⦁ Python is the top pick for beginners—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)

10 Websites Every Developer & AI Enthusiast Should Bookmark

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

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ENJOY LEARNING 👍👍