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Arrays & Lists: Core Data Structure Fundamentals

WHY ARRAYS MATTER

An array is a fixed-size, ordered collection of elements stored in contiguous memory. Every element is reached by an index, not a search.

Access: arr[i] is O(1), a direct memory offset
Order: elements keep insertion order, indexed from 0
COMMON OPERATIONS
push / pop is O(1), at the end of the array
shift / unshift is O(n), at the start of the array
TIME COMPLEXITY
Search: O(n), since it must check elements one by one in the worst case
Insert / Delete (middle): O(n), since every element after the gap has to shift
ARRAYS VS. LINKED LISTS

Linked lists trade O(1) access for O(1) insertion anywhere, since each node just points to the next and no shifting is required.

Use arrays when: you need fast random access and the size is roughly fixed
Use lists when: you're inserting/removing often and access is mostly sequential
KEY TAKEAWAY

Contiguous memory is what makes arrays fast to read and slow to resize. Every trade-off in this lecture traces back to that one fact.

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01 · Note Generation

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WEEK 1 · MEGATRENDS

Six forces reshaping business

  • Impactful technology
  • Rapid urbanisation
  • Climate & resource scarcity
  • Shift in economic power
  • 02 · Flashcards

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    Q: What's the time complexity of binary search?
    O(log n). Each comparison halves the remaining search space.
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    A) Triple bottom line
    B) Bargaining power of buyers ✓
    C) PESTEL analysis
    04 · Chat

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    Can you explain Porter's Five Forces simply?
    Sure! They're the five pressures that shape how profitable an industry is: rivalry, buyer power, supplier power, new entrants, and substitutes.
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