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Week 5Day 34 of 35

Pattern Recognition Drill

Practice identifying the pattern before coding anything at all.

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Pattern Focus

Pattern Recognition Drill

Practice identifying the pattern before coding anything at all.

Pattern Checklist
  • Can I list the strongest clues in the prompt before coding?
  • Do those clues point to one pattern more strongly than the others?
  • Can I justify the pattern choice in one sentence?
🧠New to DSA? Start here 🧠

Pattern Recognition day is pure classification practice. You are not trying to code fast. You are trying to see the shape of the problem instantly. Once that reflex gets strong, solving becomes much easier because you stop wasting energy on bad first guesses.

Seeing the pattern early is often half the solution.

How to think about it
  1. 1Read the prompt and ignore implementation details for a moment.
  2. 2List the strongest clues: sorted, range sum, duplicates, levels, dependencies, and so on.
  3. 3Name the pattern that best matches those clues.
  4. 4Only after that decide how you would implement it.
🚧Common Mistake

If you start coding before you classify the problem, you usually end up testing the wrong strategy for too long.

🔍Problem Hints

Product of Array Except Self

Two passes, no division: left-to-right builds prefix products, right-to-left builds suffix products. Multiply them together at each index.

Maximum Profit in Job Scheduling

Sort jobs by end time. DP: for each job, binary search for the last non-overlapping job and take max(skip, job profit + dp[prev]).

Problems

Recognition Drill: Name the Pattern First

easy

Recognition Drill: Mixed Prompt Classification

medium

Product of Array Except Self

medium

Maximum Profit in Job Scheduling

hard