I'm a Computer Application student, and I've noticed that my weak math foundation is really limiting my programming abilities and logical thinking. I can manage basic programming and understand syntax, but when faced with problems that require deeper reasoning or logical patterns, I find myself struggling. I want to build a strong math foundation to improve my problem-solving skills in programming. I'm looking for a roadmap of math topics that are especially useful for programmers, great YouTube channels that teach math from the ground up, websites where I can practice logical thinking, and advice from fellow programmers who have successfully improved their math skills over time. What resources or math topics have you found most beneficial as a programmer?
4 Answers
I found that focusing on mathematical logic was most beneficial for me as a programmer. It helped me break down larger problems into smaller steps. You might find that experience and knowledge in computer science will take you further than just math alone.
You might want to consider resources like open courses on math as problem-solving rather than computation. Something like 'A Gentle Introduction to the Art of Mathematics' could be exactly what you need to transition your mindset.
Honestly, don't get too caught up in the math. Programming has its own logic and structure. You can learn to think independently through programming itself. Focus on problem-solving directly through coding challenges first, and then tackle the math basics separately.
But how do I improve my logic skills without math? It feels connected to me.
It would help if you shared specific examples of where you're struggling. For instance, do nested loops and pattern problems give you trouble? If you're interested in combinatorics, I'd highly recommend 'The Art and Craft of Problem Solving' by Paul Zeitz. It's very accessible and will help you develop mathematical thinking without needing to dive into advanced math just yet.
I've had a tough time with nested loop patterns too, along with understanding time complexity. I feel like I get how solutions work, but coming up with the logic on my own is hard. I think my weak math background is the main issue, so I'm trying to fix that.
That makes sense! I sometimes feel that understanding algorithms and how they function could bridge that gap for me too.