The answer
Yes, especially in the beginning. However, to optimize your learning, it's better to struggle for 45 minutes, look at the solution, understand it, and move on.
The Mindset Needed for Tackling Algorithmic Challenges
Is it normal to spend hours on one problem?
More FAQs in The Mindset Needed for Tackling Algorithmic Challenges
No. While some people pick up math faster, algorithmic thinking is a learned skill built through consistent practice and pattern recognition.
Take a break, review a concept you already know to rebuild confidence, and remember that every expert software engineer once struggled with the exact same concepts.
Acknowledge that it is common, focus on your personal progress rather than comparing yourself to others, and celebrate small wins.
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