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Mastering LeetCode Through Structured Practice

Jan 30, 2025

Grinding LeetCode: A Guide to Mastering It

Introduction

  • LeetCode can be life-changing, especially for getting high-paying jobs.
  • Despite criticisms of its usefulness, it has personal value if it helps secure a job.
  • Grinding LeetCode is presented as academically challenging, even compared to high school and college courses.

The Challenge of LeetCode

  • LeetCode is harder than high school or college subjects for some.
  • Programming can be more challenging than technical subjects like calculus and physics.
  • LeetCode problems can feel uniquely difficult and can shake confidence.

Learning and Improving

  • Intelligence is not the limiting factor; it's about systems and methodology.
  • Learning from solutions was once difficult due to poor explanations.
  • The process is critical; repetition is essential for mastery.

The Importance of Repetition

  • Learning through repetition, similar to learning math as a child.
  • Many fail to practice adequately, which is why they don't improve.
  • Basic algorithms like binary search should become second nature.
  • Repetition helps in understanding and internalizing algorithms.

Practical Advice on Repetition

  • Focus on core algorithms: binary search, DFS, BFS, sliding window, etc.
  • Get good at basics before attempting complex problems.
  • Set realistic targets: first, master core algorithms.
  • Implement algorithms multiple times to reduce cognitive load.

Applying Learnings to LeetCode

  • With core skills, focus shifts to applying them to complex problems.
  • Avoid tricking yourself into thinking you understand without repetition.

Advanced Learning Techniques

  • Understand the 'why' behind algorithms, not just the 'how.'
  • Consider proofs and the reasoning behind algorithms.
  • Use pen and paper to work through examples and edge cases.
  • Develop a deeper understanding of conditions, like in two pointers.

The Role of Structure and Routine

  • Structure in childhood learning is beneficial; consider adopting it.
  • Handwritten notes, thought process explanation, and repetition remain potent tools.
  • Too much freedom can be a barrier; structured learning blocks may be helpful.

Conclusion

  • LeetCode mastery is achievable through methodical practice and understanding.
  • The blend of structured routines and curiosity-driven learning is key.