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# dsa | ||
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>>Basic Data Structures to learn: | ||
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Arrays, Strings, Stacks, Queues | ||
Asymptotic analysis (Big-O notation) | ||
Basic math operations (addition, subtraction, multiplication, division, exponentiation) | ||
Sqrt(n) primality testing | ||
Euclid’s GCD Algorithm | ||
Basic Recursion | ||
Greedy Algorithms | ||
Basic Dynamic Programming | ||
Naive string searching | ||
O(n logn) Sorting | ||
Binary Searching | ||
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>>Topics | ||
Time complexity | ||
Basic math problem | ||
Factorization | ||
Base, Unary, Binary number systems | ||
Conversions for base N | ||
Arrays | ||
Basic array implementations | ||
Sorting algorithms (insertion,merge,quick,selection,bubble) | ||
Searching algorithms(Binary Search) | ||
Bit Manipulation | ||
Linked Lists | ||
Stacks And Queues | ||
Backtracking | ||
Hashing | ||
Heaps And Maps | ||
Tree Data Structure | ||
Dynamic Programming | ||
Greedy Algorithm | ||
Graph Data Structure & Algorithms | ||
Practice, practice ,practice | ||
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🔥Service based Companies: | ||
Language basics (Java/C++/Python) | ||
Arrays/2D Arrays | ||
Strings | ||
Searching & Sorting | ||
Linked List | ||
Stacks & Queues | ||
Trees/BST | ||
Basic Graphs | ||
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🔥Product based Companies: | ||
Language basics (Java/C++/Python) | ||
Arrays/2D Arrays | ||
Strings | ||
Searching & Sorting | ||
Backtracking | ||
Linked List | ||
Stacks & Queues | ||
Trees/BST | ||
Graphs | ||
Dynamic Programming | ||
Tries | ||
Segment Trees (basic) | ||
Bit Manipulation |