I've been using AI tools to help with my coding at work, and I started to notice that as long as my prompts are logical, I can get the results I want without deeply understanding the code itself. It struck me that the same underlying logic exists across programming languages, and AI lets me utilize English as if it were a coding language. Now, I want to improve my programming logic in an efficient way, but I have limited free time and can't commit to an online course. I'm looking for book recommendations and YouTube videos I can check out in my spare time. It would be awesome if someone could point me in the direction of a roadmap to develop top-notch programming logic skills! Thanks a lot!
6 Answers
Definitely check out 'Clean Code' by Robert C. Martin; it's a staple for improving programming logic. Also, for YouTube, Corey Schafer and Traversy Media have fantastic content. To practice, consider doing small projects or coding challenges on sites like LeetCode or HackerRank. Familiarize yourself with key algorithms and data structures—they're crucial for logical thinking. Start breaking down problems and draft pseudocode first. Keep experimenting, and you'll find your skills will grow! Good luck!
You might want to explore different programming paradigms. Even if you're relying on AI, understanding these can really enhance your skills. Just knowing how various paradigms work can give your logic a boost!
It's cool that you're using AI, but remember that small syntax changes (like the presence of an `&` in C++) can seriously affect performance. If you're just accepting AI outputs without review, you might be missing important details. Make sure you're checking the AI's suggestions!
You can find a comprehensive roadmap for learning programming skills at roadmap.sh. It covers various paths you can take based on your goals!
Honestly, if you're aiming to be a "god tier" programmer, you absolutely need to understand the syntax fundamentally. Relying solely on AI isn't going to cut it in the long run. Get a good grip on those details!
Honestly, the best way to sharpen your programming logic is by just diving in and actually programming. Try to lessen your reliance on AI and start crafting your algorithms in the programming language itself. It's all about practice!

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